TREC Video Retrieval Evaluation 

Partial bibliography of peer-reviewed journal and conference papers
based on TRECVID resources

(comprising mainly work publicly accessible via the ACM Digital
Library and IEEE Explorer)


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2018 (41)
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Sa, Qila, and Zhihui Wang. "Automatic video shot boundary detection using k-means clustering and improved adaptive dual threshold comparison." 
MIPPR 2017: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications. Vol. 10611. International Society for Optics and Photonics, 2018.

Graham, Y., Awad, G., & Smeaton, A. (2018). Evaluation of automatic video captioning using direct assessment. PloS one, 13(9), e0202789.

Dong, Jianfeng, et al. "Dual dense encoding for zero-example video retrieval." arXiv preprint arXiv:1809.06181 (2018).

Jiang, D., & Kim, J. (2018). Video Searching and Fingerprint Detection by Using the Image Query and PlaceNet-Based 
Shot Boundary Detection Method. Applied Sciences, 8(10), 1735.

Leibetseder, Andreas, Sabrina Kletz, and Klaus Schoeffmann. "Sketch-based similarity search for collaborative feature maps." 
International Conference on Multimedia Modeling. Springer, Cham, 2018.

Girbau, A., Hinami, R., & Satoh, S. I. (2018, April). Tracked Instance Search. In 2018 IEEE International Conference on 
Acoustics, Speech and Signal Processing (ICASSP) (pp. 1663-1667). IEEE.
      
Liao, Kaiyang, et al. "IR Feature Embedded BOF Indexing Method for Near-Duplicate Video Retrieval."
IEEE Transactions on Circuits and Systems for Video Technology (2018).
      
Vagliano, Iacopo, et al. "Open Innovation in the Big Data Era With the MOVING Platform." IEEE MultiMedia 25.3 (2018): 8-21.
      
Xie, Wenlong, et al. "Discovering Latent Discriminative Patterns for Multi-Mode Event Representation." IEEE Transactions on Multimedia (2018).
      
Thomas, Sinnu Susan, Sumana Gupta, and Venkatesh K. Subramanian. "Context Driven Optimized Perceptual Video Summarization and Retrieval."
IEEE Transactions on Circuits and Systems for Video Technology (2018).
      
Gao, Zhanning, et al. "Video Imprint." IEEE transactions on pattern analysis and machine intelligence (2018).
      
Huang, Shao, et al. "Egocentric Temporal Action Proposals." IEEE Transactions on Image Processing 27.2 (2018): 764-777.
     
Lei, Jie, et al. "Action Parsing Driven Video Summarization Based on Reinforcement Learning."
IEEE Transactions on Circuits and Systems for Video Technology (2018).
      
Schoeffmann, Klaus, et al. "How Experts Search Different than Novices–An Evaluation of
the Divexplore Video Retrieval System at Video Browser Showdown 2018." 2018 IEEE International
Conference on Multimedia & Expo Workshops (ICMEW). IEEE, 2018.
      
Zhang, Hao, and Chong-Wah Ngo. "A Fine Granularity Object-level Representation for Event
Detection and Recounting." IEEE Transactions on Multimedia (2018).
      
Chen, Zhixiang, et al. "Nonlinear structural hashing for scalable video search."
IEEE Transactions on Circuits and Systems for Video Technology 28.6 (2018): 1421-1433.
      
Lan, Shuyue, et al. "FFNet: Video Fast-Forwarding via Reinforcement Learning."
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018.

Gialampoukidis, Ilias, et al. "Fusion of Compound Queries with Multiple Modalities for Known Item Video Search."
2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP). IEEE, 2018.

Gao, Wenhui, et al. "MMH: Multi-Modal Hash for Instant Mobile Video Search."
2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR). IEEE, 2018.
      
Dilawari, Aniqa, et al. "Natural language description of video streams using task-specific feature encoding."
IEEE Access 6 (2018): 16639-16645.
      
Zhicheng Zhao, Rui Xiang, and Fei Su. 2018. Complex event detection via attention-based video representation and classification.
Multimedia Tools Appl. 77, 3 (February 2018), 3209-3227. DOI: https://doi.org/10.1007/s11042-017-5058-2

Yassine Himeur and Karima Ait Sadi. 2018. Robust video copy detection based on ring decomposition based
binarized statistical image features and invariant color descriptor (RBSIF-ICD).
Multimedia Tools Appl. 77, 13 (July 2018), 17309-17331. DOI: https://doi.org/10.1007/s11042-017-5307-4
      
Huan Liu, Qinghua Zheng, Zhihui Li, Tao Qin, and Lei Zhu. 2018. An efficient multi-feature SVM solver for complex event detection.
Multimedia Tools Appl. 77, 3 (February 2018), 3509-3532. DOI: https://doi.org/10.1007/s11042-017-5166-z

Rashmi B S and Nagendraswamy H S. 2018. Effective Video Shot Boundary Detection and Keyframe Selection using Soft Computing Techniques.
Int. J. Comput. Vis. Image Process. 8, 2 (April 2018), 27-48. DOI: https://doi.org/10.4018/IJCVIP.2018040102
      
Jaydeb Mondal, Malay Kumar Kundu, Sudeb Das, and Manish Chowdhury. 2018. Video shot boundary detection using multiscale
geometric analysis of nsct and least squares support vector machine. Multimedia Tools Appl. 77, 7 (April 2018), 8139-8161.
DOI: https://doi.org/10.1007/s11042-017-4707-9
      
Nitin J. Janwe and Kishor K. Bhoyar. 2018. Multi-label semantic concept detection in videos using fusion
of asymmetrically trained deep convolutional neural networks and foreground driven concept co-occurrence matrix.
Applied Intelligence 48, 8 (August 2018), 2047-2066. DOI: https://doi.org/10.1007/s10489-017-1033-x

Maaike H.T. de Boer. 2018. Semantic Mapping in Video Retrieval. SIGIR Forum 51, 3 (February 2018),
161-162. DOI: https://doi.org/10.1145/3190580.3190606
      
Tomokazu Murakami. 2018. Industrial Applications of Image Recognition and Retrieval Technologies
for Public Safety and IT Services. In Proceedings of the 2018 ACM on International Conference on
Multimedia Retrieval (ICMR '18). ACM, New York, NY, USA, 4-4. DOI: https://doi.org/10.1145/3206025.3210492
      
Klaus Schoeffmann, Werner Bailer, Cathal Gurrin, George Awad, and Jakub Lokoč. 2018.
Interactive Video Search: Where is the User in the Age of Deep Learning?. In Proceedings
of the 26th ACM international conference on Multimedia (MM '18). ACM, New York, NY, USA,
2101-2103. DOI: https://doi.org/10.1145/3240508.3241473

Nakamasa Inoue and Koichi Shinoda. 2018. Few-Shot Adaptation for Multimedia Semantic Indexing.
In Proceedings of the 26th ACM international conference on Multimedia (MM '18). ACM, New York,
NY, USA, 1110-1118. DOI: https://doi.org/10.1145/3240508.3240592

Ueki, Kazuya. "Latent Concept Extraction for Zero-Shot Video Retrieval."
2018 International Conference on Image and Vision Computing New Zealand (IVCNZ). IEEE, 2018.
      
Xu, Zijun, et al. "S2L: Single-Streamline For Complex Video Event Detection." 
2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). IEEE, 2018.

Ueki, Kazuya, et al. "Fine-grained Video Retrieval using Query Phrases—Waseda_Meisei TRECVID 2017 AVS System—." 
2018 24th International Conference on Pattern Recognition (ICPR). IEEE, 2018.

Budnik, Mateusz, Mikail Demirdelen, and Guillaume Gravier. "A study on multimodal video hyperlinking with visual aggregation." 
2018 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2018.

Kar, Tejaswini, and Priyadarshi Kanungo. "Motion and illumination defiant cut detection based on Weber features." 
IET Image Processing (2018).

V. Vukotić, C. Raymond and G. Gravier, "A Crossmodal Approach to Multimodal Fusion in Video Hyperlinking," 
in IEEE MultiMedia, vol. 25, no. 2, pp. 11-23, Apr.-Jun. 2018. doi: 10.1109/MMUL.2018.023121161
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8424826&isnumber=8424760

H. Li, J. Zhu, C. Ma, J. Zhang and C. Zong, "Read, Watch, Listen and Summarize: Multi-modal Summarization for Asynchronous Text, Image, Audio and Video," 
in IEEE Transactions on Knowledge and Data Engineering. doi: 10.1109/TKDE.2018.2848260
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8387512&isnumber=4358933

F. Markatopoulou, V. Mezaris and I. Patras, "Implicit and Explicit Concept Relations in Deep Neural Networks for Multi-Label Video/Image Annotation," 
in IEEE Transactions on Circuits and Systems for Video Technology. doi: 10.1109/TCSVT.2018.2848458
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8387768&isnumber=4358651

J. Lokoc, W. Bailer, K. Schoeffmann, B. Muenzer and G. Awad, "On influential trends in interactive video retrieval: Video Browser Showdown 2015-2017," 
in IEEE Transactions on Multimedia. doi: 10.1109/TMM.2018.2830110
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8352047&isnumber=4456689

J. Dong, X. Li and C. G. M. Snoek, "Predicting Visual Features from Text for Image and Video Caption Retrieval," 
in IEEE Transactions on Multimedia. doi: 10.1109/TMM.2018.2832602
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8353472&isnumber=4456689

R. Panda, S. K. Kuanar and A. S. Chowdhury, "Nyström Approximated Temporally Constrained Multisimilarity Spectral Clustering Approach for Movie Scene Detection," 
in IEEE Transactions on Cybernetics, vol. 48, no. 3, pp. 836-847, March 2018.
doi: 10.1109/TCYB.2017.2657692
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7845652&isnumber=8283862

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2017 (97)
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X. Luan, Y. Xie, Y. Guo, J. He, L. Zhang and X. Zhang, "A fast near-duplicate keyframe detection method based on local features," 
2017 IEEE 17th International Conference on Communication Technology (ICCT), Chengdu, China, 2017, pp. 1544-1547.
doi: 10.1109/ICCT.2017.8359890
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8359890&isnumber=8359466

M. Hmayda, R. Ejbali and M. Zaied, "Program Classification in a Stream TV Using Deep Learning," 
2017 18th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), Taipei, Taiwan, 2017, pp. 123-126.
doi: 10.1109/PDCAT.2017.00029
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8327077&isnumber=8326788

T. Kar and P. Kanungo, "Video shot boundary detection based on Hilbert and wavelet transform," 
2017 2nd International Conference on Man and Machine Interfacing (MAMI), Bhubaneswar, India, 2017, pp. 1-6.
doi: 10.1109/MAMI.2017.8307865
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8307865&isnumber=8307855

K. Zhou, Y. Zhu and Y. Zhao, "A spatio-temporal deep architecture for surveillance event detection based on ConvLSTM," 
2017 IEEE Visual Communications and Image Processing (VCIP), St. Petersburg, FL, USA, 2017, pp. 1-4.
doi: 10.1109/VCIP.2017.8305063
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8305063&isnumber=8305018

S. Keshavarz, I. Saleemi and G. Atia, "Exploiting probabilistic relationships between action concepts for complex event classification," 
2017 IEEE International Conference on Image Processing (ICIP), Beijing, China, 2017, pp. 1572-1576.
doi: 10.1109/ICIP.2017.8296546
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8296546&isnumber=8296222

Ke Wang, Jiayong Liu, and Daniel González. 2017. Domain transfer multi-instance dictionary learning. 
Neural Comput. Appl. 28, 1 (January 2017), 983-992. DOI: https://doi.org/10.1007/s00521-016-2406-5

Yilin Yan, Min Chen, Saad Sadiq, and Mei-Ling Shyu. 2017. Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters. 
Int. J. Multimed. Data Eng. Manag. 8, 1 (January 2017), 1-20. DOI: https://doi.org/10.4018/IJMDEM.2017010101

Jinlai Lv and Huiru Bai. 2017. Research on Shot Detection Algorithm of Self-adaptive Dual Thresholds Based on Multi-feature Fusion. 
In LNCS on Transactions on Edutainment XIII - Volume 10092, Zhigeng Pan, Adrian David Cheok, Wolfgang Müller, and Mingmin Zhang (Eds.), 
Vol. 10092. Springer-Verlag New York, Inc., New York, NY, USA, 247-261. DOI: https://doi.org/10.1007/978-3-662-54395-5_21

Stefanos Vrochidis, Ioannis Patras, and Ioannis Kompatsiaris. 2017. Gaze movement-driven random forests for query clustering in automatic video annotation. 
Multimedia Tools Appl. 76, 2 (January 2017), 2861-2889. DOI: https://doi.org/10.1007/s11042-015-3221-1

Hao Song, Xinxiao Wu, Wei Liang, and Yunde Jia. 2017. Recognizing key segments of videos for video annotation by learning from web image sets. 
Multimedia Tools Appl. 76, 5 (March 2017), 6111-6126. DOI: https://doi.org/10.1007/s11042-016-3253-1

Wei-Xin Li and Nuno Vasconcelos. 2017. Complex Activity Recognition Via Attribute Dynamics. 
Int. J. Comput. Vision 122, 2 (April 2017), 334-370. DOI: https://doi.org/10.1007/s11263-016-0918-1

Jiyun Fan, Shangbo Zhou, and Muhammad Abubakar Siddique. 2017. Fuzzy color distribution chart -based shot boundary detection. 
Multimedia Tools Appl. 76, 7 (April 2017), 10169-10190. DOI: https://doi.org/10.1007/s11042-016-3604-y

Muhammad Usman Khan and Yoshihiko Gotoh. 2017. Generating natural language tags for video information management. 
Mach. Vision Appl. 28, 3-4 (May 2017), 243-265. DOI: https://doi.org/10.1007/s00138-017-0825-7

Mateusz Budnik, Efrain-Leonardo Gutierrez-Gomez, Bahjat Safadi, Denis Pellerin, and Georges Quénot. 2017. Learned features versus engineered features 
for multimedia indexing. Multimedia Tools Appl. 76, 9 (May 2017), 11941-11958. 
DOI: https://doi.org/10.1007/s11042-016-4240-2 

Peng Wang, Lifeng Sun, Shiqiang Yang, and Alan F. Smeaton. 2017. Training-free indexing refinement for visual media via multi-semantics. 
Neurocomput. 236, C (May 2017), 39-47. DOI: https://doi.org/10.1016/j.neucom.2016.08.107

Zhenxing Zhang, Rami Albatal, Cathal Gurrin, and Alan F. Smeaton. 2017. Enhancing instance search with weak geometric correlation consistency. 
Neurocomput. 236, C (May 2017), 164-172. DOI: https://doi.org/10.1016/j.neucom.2016.09.104

Petra Galuš�áková, Michal Batko, Jan Čech, Jiří Matas, David Novák, and Pavel Pecina. 2017. Visual Descriptors in Methods for Video Hyperlinking. 
In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 294-300. 
DOI: https://doi.org/10.1145/3078971.3079026

Damianos Galanopoulos, Foteini Markatopoulou, Vasileios Mezaris, and Ioannis Patras. 2017. Concept Language Models and Event-based Concept Number Selection 
for Zero-example Event Detection. In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). 
ACM, New York, NY, USA, 397-401. DOI: https://doi.org/10.1145/3078971.3079043 

Chrysa Collyda, Evlampios Apostolidis, Alexandros Pournaras, Foteini Markatopoulou, Vasileios Mezaris, and Ioannis Patras. 2017. 
VideoAnalysis4ALL: An On-line Tool for the Automatic Fragmentation and Concept-based Annotation, and the Interactive Exploration 
of Videos. In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 470-474. 
DOI: https://doi.org/10.1145/3078971.3079015

Junwei Liang, Lu Jiang, Deyu Meng, and Alexander Hauptmann. 2017. Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. 
In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 32-40. 
DOI: https://doi.org/10.1145/3078971.3079003 

Foteini Markatopoulou, Damianos Galanopoulos, Vasileios Mezaris, and Ioannis Patras. 2017. Query and Keyframe Representations for Ad-hoc Video Search. 
In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 407-411. 
DOI: https://doi.org/10.1145/3078971.3079041 

Omar Seddati, Stéphane Dupont, and Saïd Mahmoudi. 2017. Quadruplet Networks for Sketch-Based Image Retrieval. In Proceedings of the 2017 ACM on 
International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 184-191. DOI: https://doi.org/10.1145/3078971.3078985

Zhi-Qi Cheng, Hao Zhang, Xiao Wu, and Chong-Wah Ngo. 2017. On the Selection of Anchors and Targets for Video Hyperlinking. 
In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 287-293. 
DOI: https://doi.org/10.1145/3078971.3079025

Luca Rossetto, Ivan Giangreco, Claudiu Tănase, and Heiko Schuldt. 2017. Multimodal Video Retrieval with the 2017 IMOTION System. 
In Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval (ICMR '17). ACM, New York, NY, USA, 457-460. 
DOI: https://doi.org/10.1145/3078971.3079012

Werner Bailer. 2017. Efficient Approximate Medoids of Temporal Sequences. In Proceedings of the 15th International Workshop on Content-Based 
Multimedia Indexing (CBMI '17). ACM, New York, NY, USA, Article 3, 6 pages. DOI: https://doi.org/10.1145/3095713.3095717

Xun Xu, Timothy Hospedales, and Shaogang Gong. 2017. Transductive Zero-Shot Action Recognition by Word-Vector Embedding. 
Int. J. Comput. Vision 123, 3 (July 2017), 309-333. DOI: https://doi.org/10.1007/s11263-016-0983-5

Tiziano Portenier, Qiyang Hu, Paolo Favaro, and Matthias Zwicker. 2017. SmartSketcher: sketch-based image retrieval with dynamic semantic re-ranking. 
In Proceedings of the Symposium on Sketch-Based Interfaces and Modeling (SBIM '17), Stephen N. Spencer (Ed.). 
ACM, New York, NY, USA, Article 1, 12 pages. DOI: https://doi.org/10.1145/3092907.3092910

Bendraou Youssef, Essannouni Fedwa, Aboutajdine Driss, and Salam Ahmed. 2017. Shot boundary detection via adaptive low rank and svd-updating. 
Comput. Vis. Image Underst. 161, C (August 2017), 20-28. DOI: https://doi.org/10.1016/j.cviu.2017.06.003

Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, and Cheng Deng. 2017. How unlabeled web videos help complex event detection?. 
In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Carles Sierra (Ed.). AAAI Press 4040-4046

Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, and Guoping Long. 2017. Nonlinear maximum margin multi-view learning with adaptive kernel. 
In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Carles Sierra (Ed.). AAAI Press 1830-1836

Jingya Wang, Xiatian Zhu, and Shaogang Gong. 2017. Discovering visual concept structure with sparse and incomplete tags. 
Artif. Intell. 250, C (September 2017), 16-36. DOI: https://doi.org/10.1016/j.artint.2017.05.002 

Linchao Zhu, Zhongwen Xu, Yi Yang, and Alexander G. Hauptmann. 2017. Uncovering the Temporal Context for Video Question Answering. 
Int. J. Comput. Vision 124, 3 (September 2017), 409-421. DOI: https://doi.org/10.1007/s11263-017-1033-7 

Jeonghwan Gwak. 2017. Multi-object tracking through learning relational appearance features and motion patterns. 
Comput. Vis. Image Underst. 162, C (September 2017), 103-115. DOI: https://doi.org/10.1016/j.cviu.2017.05.010

Maaike H. T. De Boer, Yi-Jie Lu, Hao Zhang, Klamer Schutte, Chong-Wah Ngo, and Wessel Kraaij. 2017. Semantic Reasoning in Zero Example Video Event Retrieval. 
ACM Trans. Multimedia Comput. Commun. Appl. 13, 4, Article 60 (October 2017), 17 pages. 
DOI: https://doi.org/10.1145/3131288

Ke Xia, Yuqing Ma, Xianglong Liu, Yadong Mu, and Li Liu. 2017. Temporal Binary Coding for Large-Scale Video Search. 
In Proceedings of the 2017 ACM on Multimedia Conference (MM '17). ACM, New York, NY, USA, 333-341. 
DOI: https://doi.org/10.1145/3123266.3123273

Jianfeng Dong. 2017. Cross-media Relevance Computation for Multimedia Retrieval. In Proceedings of the 2017 ACM on Multimedia Conference (MM '17). 
ACM, New York, NY, USA, 831-835. DOI: https://doi.org/10.1145/3123266.3123963 

Spencer Cappallo and Cees G.M. Snoek. 2017. Future-Supervised Retrieval of Unseen Queries for Live Video. In Proceedings of the 2017 ACM on 
Multimedia Conference (MM '17). ACM, New York, NY, USA, 28-36. DOI: https://doi.org/10.1145/3123266.3123437

Jiamei Lan, Jun Chen, Zheng Wang, Chao Liang, and Shin'ichi Satoh. 2017. P-S Instance Retrieval via Early Elimination and Late Expansion. 
In Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities (VSCC '17). ACM, New York, NY, USA, 41-49. 
DOI: https://doi.org/10.1145/3132734.3136609

Qin Jin, Shizhe Chen, Jia Chen, and Alexander Hauptmann. 2017. Knowing Yourself: Improving Video Caption via In-depth Recap. 
In Proceedings of the 2017 ACM on Multimedia Conference (MM '17). ACM, New York, NY, USA, 1906-1911. 
DOI: https://doi.org/10.1145/3123266.3127901

Nikolaos Gkalelis and Vasileios Mezaris. 2017. Incremental Accelerated Kernel Discriminant Analysis. In Proceedings of the 2017 ACM on 
Multimedia Conference (MM '17). ACM, New York, NY, USA, 1575-1583. DOI: https://doi.org/10.1145/3123266.3123401

Stevan Rudinac, Iva Gornishka, and Marcel Worring. 2017. Multimodal Classification of Violent Online Political Extremism Content with 
Graph Convolutional Networks. In Proceedings of the on Thematic Workshops of ACM Multimedia 2017 (Thematic Workshops '17). 
ACM, New York, NY, USA, 245-252. DOI: https://doi.org/10.1145/3126686.3126776

Zobeida Jezabel Guzman-Zavaleta, Claudia Feregrino-Uribe, Miguel Morales-Sandoval, and Alejandra Menendez-Ortiz. 2017. 
A robust and low-cost video fingerprint extraction method for copy detection. Multimedia Tools Appl. 76, 22 (November 2017), 24143-24163. 
DOI: https://doi.org/10.1007/s11042-016-4168-6

Ilias Gialampoukidis, Anastasia Moumtzidou, Dimitris Liparas, Theodora Tsikrika, Stefanos Vrochidis, and Ioannis Kompatsiaris. 2017. 
Multimedia retrieval based on non-linear graph-based fusion and partial least squares regression. 
Multimedia Tools Appl. 76, 21 (November 2017), 22383-22403. DOI: https://doi.org/10.1007/s11042-017-4797-4

Maaike Boer, Geert Pingen, Douwe Knook, Klamer Schutte, and Wessel Kraaij. 2017. Improving video event retrieval by user feedback. 
Multimedia Tools Appl. 76, 21 (November 2017), 22361-22381. 
DOI: https://doi.org/10.1007/s11042-017-4798-3

Hao Liu, Qingjie Zhao, Hao Wang, Peng Lv, and Yanming Chen. 2017. An image-based near-duplicate video retrieval and localization 
using improved Edit distance. Multimedia Tools Appl. 76, 22 (November 2017), 24435-24456. 
DOI: https://doi.org/10.1007/s11042-016-4176-6

A. Kar, P. Mavin, Y. Ghaturle and V. M., "What Makes a Video Memorable?," 2017 IEEE International Conference on 
Data Science and Advanced Analytics (DSAA), Tokyo, Japan, 2017, pp. 373-381.
doi: 10.1109/DSAA.2017.37
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8259797&isnumber=8259747

S. Shekhar, D. Singal, H. Singh, M. Kedia and A. Shetty, "Show and Recall: Learning What Makes Videos Memorable," 
2017 IEEE International Conference on Computer Vision Workshops (ICCVW), Venice, Italy, 2017, pp. 2730-2739.
doi: 10.1109/ICCVW.2017.321
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8265533&isnumber=8265191

W. Liu and H. Ma, "Hybrid Semantic Concept Temporal Pooling for Large-Scale Video Event Analysis," 
in Chinese Journal of Electronics, vol. 26, no. 6, pp. 1125-1131, 11 2017.
doi: 10.1049/cje.2017.09.010
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8128889&isnumber=8128699

P. Goyal, Z. Hu, X. Liang, C. Wang, E. P. Xing and C. Mellon, "Nonparametric Variational Auto-Encoders for Hierarchical 
Representation Learning," 2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017, pp. 5104-5112.
doi: 10.1109/ICCV.2017.545
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8237807&isnumber=8237262

A. Sasithradevi, S. M. M. Roomi and G. Maragatham, "Content based video retrieval via object based approach," 
TENCON 2017 - 2017 IEEE Region 10 Conference, Penang, Malaysia, 2017, pp. 781-787.
doi: 10.1109/TENCON.2017.8227965
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8227965&isnumber=8227816

H. T. Shen, C. Li, J. Cao, Z. Huang and L. Zhu, "Leveraging Weak Semantic Relevance for Complex Video Event Classification," 
2017 IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017, pp. 3667-3676.
doi: 10.1109/ICCV.2017.394
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8237656&isnumber=8237262

R. Panda, A. Das, Z. Wu, J. Ernst and A. K. Roy-Chowdhury, "Weakly Supervised Summarization of Web Videos," 2017 IEEE International 
Conference on Computer Vision (ICCV), Venice, Italy, 2017, pp. 3677-3686.
doi: 10.1109/ICCV.2017.395
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8237657&isnumber=8237262

J. C. SanMiguel and A. Cavallaro, "Energy Consumption Models for Smart Camera Networks," in IEEE Transactions on 
Circuits and Systems for Video Technology, vol. 27, no. 12, pp. 2661-2674, Dec. 2017.
doi: 10.1109/TCSVT.2016.2593598
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M. Liu, C. Xu, Y. Luo, C. Xu, Y. Wen and D. Tao, "Cost-Sensitive Feature Selection by Optimizing F-measures," 
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Pascal Mettes, Jan C. van Gemert, Spencer Cappallo, Thomas Mensink, and Cees G. M. Snoek,
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2012 (81) 
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Aly, Robin and Doherty, Aiden and Hiemstra, Djoerd and de Jong,
Franciska and Smeaton, Alan. The uncertain representation ranking
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Aly, Robin; Hiemstra, Djoerd; de Jong, Franciska; Apers, Peter.
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Anguera, Xavier; Garzon, Antonio; Adamek, Tomasz; , "MASK: Robust
Local Features for Audio Fingerprinting," Multimedia and Expo (ICME),
2012 IEEE International Conference on , vol., no., pp.455-460, 9-13
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Werner Bailer. 2012. Sequence kernels for clustering and visualizing
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international conference on Advances in Multimedia Modeling (MMM'12),
Klaus Schoeffmann, Bernard Merialdo, Alexander G. Hauptmann, Chong-Wah
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Werner Bailer, "Learning Multiple Sequence-based Kernels for Video
Concept Detection," in IEEE International Symposium on Multimedia,
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Mohammed Belkhatir and Bashar Tahayna. 2012. Near-duplicate video
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Bredin, Herve; , "Community-driven hierarchical fusion of numerous
classifiers: Application to video semantic indexing," Acoustics,
Speech and Signal Processing (ICASSP), 2012 IEEE International
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Andrei Bursuc, Titus Zaharia, and Francoise Prêteux. 2012. Retrieval
of multiple instances of objects in videos. In Proceedings of the 18th
international conference on Advances in Multimedia Modeling (MMM'12),
Klaus Schoeffmann, Bernard Merialdo, Alexander G. Hauptmann, Chong-Wah
Ngo, and Yiannis Andreopoulos (Eds.). Springer-Verlag, Berlin,
Heidelberg, 358-369. DOI=10.1007/978-3-642-27355-1_34
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Shu Chen; McGuinness, K.; Aly, R.; O'Connor, N.E.; de Jong, F.; , "The
AXES-lite video search engine," Image Analysis for Multimedia
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Choudhury, A.; Medioni, G.; , "A Framework for Robust Online Video
Contrast Enhancement Using Modularity Optimization," Circuits and
Systems for Video Technology, IEEE Transactions on , vol.22, no.9,
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Codella, Noel C.F.; Natsev, Apostol; Hua, Gang; Hill, Matthew; Cao,
Liangliang; Gong, Leiguang; Smith, John R.; , "Video Event Detection
Using Temporal Pyramids of Visual Semantics with Kernel Optimization
and Model Subspace Boosting," Multimedia and Expo (ICME), 2012 IEEE
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Tiago O. Cunha, Flávio G. H. de Souza, Arnaldo de A. Araújo, and
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spatio-temporal features. In Proceedings of the 27th Annual ACM
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Lixin Duan; Tsang, I.W.; Dong Xu; , "Domain Transfer Multiple Kernel
Learning," Pattern Analysis and Machine Intelligence, IEEE
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Dumont, Emilie; Quenot, Georges; , "A Local Temporal Context-Based
Approach for TV News Story Segmentation," Multimedia and Expo (ICME),
2012 IEEE International Conference on , vol., no., pp.973-978, 9-13
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Ralph Ewerth, Markus Muehling, and Bernd Freisleben. 2012. Robust Video
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�Lvaro GarcíA-MartíN and José M. MartíNez. 2012. On collaborative
people detection and tracking in complex scenarios. Image Vision
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�lvaro García-Martín, José M. Martínez, and Jesús Bescós. 2012. A
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Efstratios Gavves, Cees G. M. Snoek, and Arnold W. M. Smeulders,
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Efstratios Gavves, Cees G. M. Snoek, and Arnold W. M. Smeulders,
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Bo Geng; Yangxi Li; Dacheng Tao; Meng Wang; Zheng-Jun Zha; Chao Xu; ,
"Parallel Lasso for Large-Scale Video Concept Detection," Multimedia,
IEEE Transactions on , vol.14, no.1, pp.55-65, Feb. 2012 doi:
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Jinlin Guo, Colum Foley, Cathal Gurrin, and Songyang
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Vishwa Nath Gupta, Gilles Boulianne, and Patrick
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Hamadi, A.; Quenot, G.; Mulhem, P.; , "Two-layers re-ranking approach
based on contextual information for visual concepts detection in
videos," Content-Based Multimedia Indexing (CBMI), 2012 10th
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R. Cameron Harvey and Mohamed Hefeeda. 2012. Spatio-temporal video
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Xintao Hu; Kaiming Li; Junwei Han; Xiansheng Hua; Lei Guo; Tianming
Liu; , "Bridging the Semantic Gap via Functional Brain Imaging,"
Multimedia, IEEE Transactions on , vol.14, no.2, pp.314-325, April
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Huang, Po-Sen; Mertens, Robert; Divakaran, Ajay; Friedland, Gerald;
Hasegawa-Johnson, Mark; , "How to put it into words - using random
forests to extract symbol level descriptions from audio content for
concept detection," Acoustics, Speech and Signal Processing (ICASSP),
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Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, and Arnold W. M.
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Retrieval," IEEE Transactions on Multimedia, vol. 14, iss. 4, pp.
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Inoue, N.; Shinoda, K.; , "A Fast and Accurate Video Semantic-Indexing
System Using Fast MAP Adaptation and GMM Supervectors," Multimedia,
IEEE Transactions on , vol.14, no.4, pp.1196-1205, Aug. 2012 doi:
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Nakamasa Inoue and Koichi Shinoda, "q-Gaussian Mixture Models Based on
Non-Extensive Statistics for Image And Video Semantic Indexing," In
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Jegou, Herve; Delhumeau, Jonathan; Yuan, Jiangbo; Gravier, Guillaume;
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2012 IEEE International Conference on , vol., no., pp.2369-2372, 25-30
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Jiang, Menglin; Tian, Yonghong; Huang, Tiejun; , "Video Copy Detection
Using a Soft Cascade of Multimodal Features," Multimedia and Expo
(ICME), 2012 IEEE International Conference on , vol., no., pp.374-379,
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Yusuke Kamishima, Nakamasa Inoue, Koichi Shinoda, and Shunsuke Sato,
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Zhen-zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, and Alexander
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Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, and Zhang
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Xirong Li, Cees G. M. Snoek, Marcel Worring, and Arnold W. M. Smeulders, 
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Xirong Li, Cees G. M. Snoek, Marcel Worring, and Arnold
W. M. Smeulders, "Harvesting Social Images for Bi-Concept Search,"
IEEE Transactions on Multimedia, vol. 14, iss. 4, pp. 1091-1104, 2012.

Li, Zhi and Liu, Guizhong; "Video scene analysis in 3D wavelet
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Jingen Liu. 2012. Evaluation of low-level features and their
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Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, and SašO
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Mansencal, B.; Benois-Pineau, J.; Vieux, R.; Domenger, J.-P.; ,
"Search of objects of interest in videos," Content-Based Multimedia
Indexing (CBMI), 2012 10th International Workshop on , vol., no.,
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Meng, Tao; Shyu, Mei-Ling; , "Leveraging Concept Association Network
for Multimedia Rare Concept Mining and Retrieval," Multimedia and Expo
(ICME), 2012 IEEE International Conference on , vol., no., pp.860-865,
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Merler, M.; Huang, B.; Lexing Xie; Gang Hua; Natsev, A.; , "Semantic
Model Vectors for Complex Video Event Recognition," Multimedia, IEEE
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Hyun-seok Min; Jae Young Choi; De Neve, W.; Yong Man Ro; ,
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Muehling, Markus and Ewerth, Ralph and Zhou, Jun and Freisleben, Bernd;
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Natarajan, P.; Shuang Wu; Vitaladevuni, S.; Xiaodan Zhuang;
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Parkhi, O.M.; Vedaldi, A.; Zisserman, A.; , "On-the-fly specific
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Jesse Read, Albert Bifet, Geoff Holmes, and Bernhard
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Redi, Miriam; Merialdo, Bernard; , "Fitting Gaussian copulae for
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Redi, Miriam; Merialdo, Bernard;, "A Multimedia Retrieval Framework
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Miriam Redi and Bernard Merialdo. 2012. Exploring two spaces with one
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Jennifer Ren, Fangzhe Chang, Thomas Wood, and John
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Bahjat Safadi, Stephane Ayache, and Georges Quenot. 2012. Active
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Kimiaki Shirahama, Yuta Matsuoka, and Kuniaki Uehara. 2012. Event
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Mats Sjöberg, Markus Koskela, Satoru Ishikawa, and Jorma Laaksonen.
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Tamrakar, A.; Ali, S.; Qian Yu; Jingen Liu; Javed, O.; Divakaran, A.;
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Claudiu Tănase and Bernard Merialdo. 2012. Efficient spatio-temporal
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Sheng Tang; Yan-Tao Zheng; Yu Wang; Tat-Seng Chua; , "Sparse Ensemble
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Tuan Hue Thi, Li Cheng, Jian Zhang, Li Wang, and Shinichi
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Mercan Topkara, Shimei Pan, Jennifer Lai, Ahmet Dirik, Steven Wood,
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Valdés, Víctor; Martínez, José; "On-line video abstract generation of
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Robert Villa and Joemon M. Jose. 2012. A study of awareness in
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Feng Wang; Chong-Wah Ngo; , "Summarizing Rushes Videos by Motion,
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Wang, Lezi; Dong, Yuan; Bai, Hongliang; Zhang, Jiwei; Huang, Chong;
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Weng, Ming-Fang; Chuang, Yung-Yu; , "Cross-Domain Multicue Fusion for
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Shaoxi Xu, Sheng Tang, Yongdong Zhang, Jintao Li, and Yan-Tao
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Yang, J.; Tong, W.; Hauptmann, A. G.; , "A Framework for Classifier
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Turgay Yilmaz, Elvan Gulen, Adnan Yazici, and Masaru
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2011 (75) 
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Wolfgang Hürst, Cees G. M. Snoek, Willem-Jan Spoel, and Mate Tomin,
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2010 (72)
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Aly, Robin and Doherty, Aiden and Hiemstra, Djoerd and Smeaton,
A. 2010.  Beyond Shot Retrieval: Searching for Broadcast News Items
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Amiri, A.; Fathy, M.; Naseri, A.; , "Key-frame extraction and video
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Asaidi, H.; Aarab, A.; , "Visual video retrieval using Multivariate
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Ates, T.K.; Esen, E.; Saracoglu, A.; Soysal, M.; Turgut, Y.; Oktay,
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Stephane Ayache, Georges Quenot, Andy Tseng. 2010. The lIGVID
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Werner Bailer. Evaluating Detection of Near Duplicate Video
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Werner Bailer, Wolfgang Weiss, Gert Kienast, Georg Thallinger and
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Chantamunee, S.; Gotoh, Y.; , "Nearly-repetitive video synchronisation
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Chayanurak, R.; Cooharojananone, N.; Satoh, S.; Lipikorn, R.; ,
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Juan Chen; , "Detection of video copies based on robust descriptors,"
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Shi Chen; Jinqiao Wang; Yi Ouyang; Bo Wang; Qi Tian; Hanqing Lu; ,
"Multi-level trajectory modeling for video copy detection," Acoustics
Speech and Signal Processing (ICASSP), 2010 IEEE International
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Xiaolin Chen; Xiaokang Yang; Rui Zhang; Anwen Liu; Shibao Zheng; ,
"Edge region color autocorrelogram: A new low-level feature applied in
CBIR," Broadband Multimedia Systems and Broadcasting (BMSB), 2010 IEEE
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Xiangang Cheng, Liang-Tien Chia. 2010. Stratification-based keyframe
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2010 MIR '10: Proceedings of the international conference on
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Cirakman, O.; Gunsel, B.; Sengor, N.S.; Gursoy, O.; , "Key-frame based
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International Conference on , vol., no., pp.2373-2376, 26-29
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de Rooij, O.; Worring, M.; , "Browsing Video Along Multiple Threads,"
Multimedia, IEEE Transactions on , vol.12, no.2, pp.121-130, Feb. 2010
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Ding, G.; Qin, K.; , "Semantic classifier based on compressed sensing
for image and video annotation," Electronics Letters , vol.46, no.6,
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Diou, C.; Stephanopoulos, G.; Panagiotopoulos, P.; Papachristou, C.;
Dimitriou, N.; Delopoulos, A.; , "Large-Scale Concept Detection in
Multimedia Data Using Small Training Sets and Cross-Domain Concept
Fusion," Circuits and Systems for Video Technology, IEEE Transactions
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Douze, M.; Jegou, H.; Schmid, C.; , "An Image-Based Approach to Video
Copy Detection With Spatio-Temporal Post-Filtering," Multimedia, IEEE
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Feng, Y.; Ren, J.; Jiang, J.; , "Mixed ranking scheme for video
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Ke Gao, Yongdong Zhang, Wei Zhang, Shouxun Lin. 2010. Affine Stable
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CIVR '10: Proceedings of the ACM International Conference on Image and
Video Retrieval

Bo Geng; Linjun Yang; Chao Xu; Xian-Sheng Hua; , "Content-aware
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Gupta, V.; Boulianne, G.; Cardinal, P.; , "Content-based audio copy
detection using nearest-neighbor mapping," Acoustics Speech and Signal
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Gupta, V.; Boulianne, G.; Cardinal, P.; , "Crim's content-based audio
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Indexing (CBMI), 2010 International Workshop on , vol., no., pp.1-6,
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Gürsoy, O.; Kutluk, S.; Günsel, B.; Şengör, N.; , "Negatif olmayan
matris ayrıştirma ile ikili video kiyimlama binary video hashing by
non-negative matrix factorization," Signal Processing and
Communications Applications Conference (SIU), 2010 IEEE 18th , vol.,
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Hongzhong Tang; Huixian Huang; Songhao Zhu; , "Video concept detection
based on spatio-temporal correlation," Computer Application and System
Modeling (ICCASM), 2010 International Conference on , vol.8, no.,
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Wolfgang Huerst, Cees G. M. Snoek, Willem-Jan Spoel, and Mate Tomin,
"Keep Moving! Revisiting Thumbnails for Mobile Video Retrieval," in
Proceedings of the ACM International Conference on Multimedia,
Firenze, Italy, 2010.

Bouke Huurnink, Cees G. M. Snoek, Maarten de Rijke, and Arnold
W. M. Smeulders, "Today's and Tomorrow's Retrieval Practice in the
Audiovisual Archive," in Proceedings of the ACM International
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pp. 18-25.

Nakamasa Inoue, Tatsuhiko Saito, Koichi Shinoda and Sadaoki Furui,
"High-Level Feature Extraction Using SIFT GMMs and Audio Models", In
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pp. 3220-3223, Istanbul, Turkey, August 2010.

Yu-Gang Jiang; Jun Yang; Chong-Wah Ngo; Hauptmann, A.G.; ,
"Representations of Keypoint-Based Semantic Concept Detection: A
Comprehensive Study," Multimedia, IEEE Transactions on , vol.12, no.1,
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Huan Li; Yuan Shi; Mingyu Chen; Hauptmann, A.; Zhang Xiong; ,
"Joint-AL: Joint Discriminative and Generative Active Learning for
Cross-Domain Semantic Concept Classification," Semantic Computing
(ICSC), 2010 IEEE Fourth International Conference on , vol., no.,
pp.60-66, 22-24 Sept. 2010 doi: 10.1109/ICSC.2010.86 URL:
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LI Li; Weiming Hu; Bing Li; Chunfeng Yuan; Pengfei Zhu; Wanqing Li; ,
"Event Recognition Based on Top-Down Motion Attention," Pattern
Recognition (ICPR), 2010 20th International Conference on , vol., no.,
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Yuanning Li, Yonghong Tian, Jingjing Yang, Ling-Yu Duan, Wen
Gao. 2010. Video retargeting with multi-scale trajectory optimization.
March 2010 MIR '10: Proceedings of the international conference on
Multimedia information retrieval

Yuanning Li; Yonghong Tian; Ling-Yu Duan; Jingjing Yang; Tiejun Huang;
Wen Gao; , "Sequence Multi-Labeling: A Unified Video Annotation Scheme
With Spatial and Temporal Context," Multimedia, IEEE Transactions on ,
vol.12, no.8, pp.814-828, Dec. 2010 doi: 10.1109/TMM.2010.2066960 URL:
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Ke-yan Liu; Tong Zhang; Lei Wang; , "A new parallel video
understanding and retrieval system," Multimedia and Expo (ICME), 2010
IEEE International Conference on , vol., no., pp.679-684, 19-23 July
2010 doi: 10.1109/ICME.2010.5583873 URL:
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Zhu Liu, Tao Liu, David C. Gibbon, Behzad Shahraray. 2010. Effective
and scalable video copy detection March 2010 MIR '10: Proceedings of
the international conference on Multimedia information retrieval
	
Yang Liu, Wan-Lei Zhao, Chong-Wah Ngo, Chang-Sheng Xu, Han-Qing
Lu. 2010. Coherent bag-of audio words model for efficient large-scale
video copy detection. July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Shiyang Lu; Zhiyong Wang; Meng Wang; Ott, M.; Dagan Feng; , "Adaptive
reference frame selection for near-duplicate video shot detection,"
Image Processing (ICIP), 2010 17th IEEE International Conference on ,
vol., no., pp.2341-2344, 26-29 Sept. 2010 doi:
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Mezaris, V.; Sidiropoulos, P.; Dimou, A.; Kompatsiaris, I.; , "On the
Use of Visual Soft Semantics for Video Temporal Decomposition to
Scenes," Semantic Computing (ICSC), 2010 IEEE Fourth International
Conference on , vol., no., pp.141-148, 22-24 Sept. 2010 doi:
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Dianting Liu; Mei-Ling Shyu; Chao Chen; Shu-Ching Chen; , "Integration
of global and local information in videos for key frame extraction,"
Information Reuse and Integration (IRI), 2010 IEEE International
Conference on , vol., no., pp.171-176, 4-6 Aug. 2010 doi:
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Natsev, A.; Hill, M.; Smith, J.R.; , "Design and evaluation of an
effective and efficient video copy detection system," Multimedia and
Expo (ICME), 2010 IEEE International Conference on , vol., no.,
pp.1353-1358, 19-23 July 2010 doi: 10.1109/ICME.2010.5583216 URL:
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Thao Ngoc Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Bac
Hoai Le, Duc Anh Duong. 2010. An efficient method for face retrieval
from large video datasets. July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Lin Pang, Juan Cao, Yongdong Zhang, Shouxun Lin. 2010. Hierarchical
feedback algorithm based on visual community discovery for interactive
video retrieval. July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Pinheiro, A.M.G.; , "Performance analysis of the Edge Pixel
Orientations Histogram," Image Analysis for Multimedia Interactive
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Yu Qiu; Genliang Guan; Zhiyong Wang; Dagan Feng; , "Improving News
Video Annotation with Semantic Context," Digital Image Computing:
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Ranathunga, L.; Zainuddin, R.; Abdullah, N.A.; , "Semantic visual
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Roth, G.; Laganière, R.; Lambert, P.; Lakhmiri, I.; Janati, T.; , "A
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Stevan Rudinac, Martha Larson, Alan Hanjalic. 2010. Visual
concept-based selection of query expansions for spoken content
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Safadi, B.; Quenot, G.; , "Active learning with multiple classifiers
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Saracoğlu, A.; Tekin, M.; Esen, E.; Soysal, M.; Loğoğlu, K.B.; Ateş,
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Klaus Schoeffmann, Frank Hopfgartner, Oge Marques, Laszlo
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Markus Seidl, Matthias Zeppelzauer, and Christian Breiteneder. 2010. A
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Shirahama, Kimiaki; Lin Yanpeng; Matsuoka, Yuta; Uehara, Kuniaki; ,
"Query by example for large-scale video data by parallelizing rough
set theory based on MapReduce," Science and Social Research (CSSR),
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Cees G. M. Snoek and Arnold W. M. Smeulders, "Visual-Concept Search
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Tahayna, B.; Belkhatir, M.; Alhashmi, S.M.; O'Daniel, T.; , "Human
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Tuan Hue Thi; Jian Zhang; Li Cheng; Li Wang; Satoh, S.; , "Human
Action Recognition and Localization in Video Using Structured Learning
of Local Space-Time Features," Advanced Video and Signal Based
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Jeff Ubois, Jamie Davidson, Marko Grobelnik, Paul Over, Hans
Westerhof. 2010. Video search: are algorithms all we need? April 2010
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Uijlings, J.R.R.; Smeulders, A.W.M.; Scha, R.J.H.; , "Real-Time Visual
Concept Classification," Multimedia, IEEE Transactions on , vol.12,
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Adrian Ulges, Christian Schulze, Markus Koch, and Thomas
M. Breuel. 2010. Learning automatic concept detectors from online
video.  Computer Vision and Image Understanding Volume 114, Issue 4,
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David Vallet, Ivan Cantador, Joemon M. Jose. 2010. Exploiting
external knowledge to improve video retrieval.  March 2010 MIR '10:
Proceedings of the international conference on Multimedia information
retrieval

David Vallet, Frank Hopfgartner, Joemon M. Jose, and Pablo
Castells. 2011. Effects of Usage-Based Feedback on Video Retrieval: A
Simulation-Based Study. ACM Trans. Inf. Syst. 29, 2, Article 11 (April
2011), 32 pages. DOI=10.1145/1961209.1961214
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Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
"Evaluating Color Descriptors for Object and Scene Recognition," IEEE
Transactions on Pattern Analysis and Machine Intelligence, vol. 32,
iss. 9, pp. 1582-1596, 2010.

Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
"Accelerating Visual Categorization with the GPU," in ECCV Workshop on
Computer Vision on GPU, Crete, Greece, 2010.

Jan C. van Gemert, Cees G. M. Snoek, Cor J. Veenman, Arnold
W. M. Smeulders, and Jan-Mark Geusebroek, "Comparing Compact Codebooks
for Visual Categorization," Computer Vision and Image Understanding,
vol. 114, iss. 4, pp. 450-462, 2010.

Stefanos Vrochidis, Ioannis Kompatsiaris, Ioannis
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interactive video retrieval July 2010 CIVR '10: Proceedings of the ACM
International Conference on Image and Video Retrieval

Kong-Wah Wan; Ah-Hwee Tan; Joo-Hwee Lim; Liang-Tien Chia; , "Faceted
topic retrieval of news video using joint topic modeling of visual
features and speech transcripts," Multimedia and Expo (ICME), 2010
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Yaowei Wang; Yonghong Tian; Lingyu Duan; Zhipeng Hu; Guochen Jia; ,
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Peter Wilkins, Alan F. Smeaton, Paul Ferguson. 2010. Properties of
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Yu Xiang; Xiangdong Zhou; Zuotao Liu; Tat-Seng Chua; Chong-Wah Ngo; ,
"Semantic context modeling with maximal margin Conditional Random
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Xinxing Xu; Dong Xu; Tsang, I.W.; , "Video Concept Detection Using
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Jin Yuan, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng
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Hui Zhang; Zhicheng Zhao; Anni Cai; Xiaohui Xie; , "A novel framework
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Zhicheng Zhao; Xiaodan Liu; , "A segment-based advertisement search
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Qiusha Zhu; Lin Lin; Mei-Ling Shyu; Shu-Ching Chen; , "Feature
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2009 (39)
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Aly, Robin and Hiemstra, Djoerd. 2009. Concept detectors: how good is
good enough? in MM '09: Proceedings of the Seventeenth ACM
International Conference on Multimedia, Beijing, China, pp. 233 - 242,
New York, NY, USA. ACM, doi:doi.acm.org/10.1145/1631272.1631306,
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Robin Aly, Djoerd Hiemstra, Arjen P. de Vries. 2009.  Reusing
Annotation Labor for Concept Selection. in CIVR '09: Proceedings of
the International Conference on Content-Based Image and Video
Retrieval 2009, Santorini

Ioannis Arapakis, Ioannis Konstas, Joemon M. Jose, Ioannis
Kompatsiaris. 2009. Modeling facial expressions and peripheral
physiological signals to predict topical relevance.  July 2009 SIGIR
'09: Proceedings of the 32nd international ACM SIGIR conference on
Research and development in information retrieval

Stéphane Ayache, Georges Quénot, Laurent Besacier. 2009. The LIG
multi-criteria system for video retrieval.  July 2009 CIVR '09:
Proceeding of the ACM International Conference on Image and Video
Retrieval

Bailer W., Lee F. and Thallinger G. A Distance Measure for Repeated
Takes of One Scene. The Visual Computer, 25(1):53-68, Jan. 2009.

Bailer W. and Rehatschek H. Comparing Fact Finding Tasks and User
Survey for Evaluating a Video Browsing Tool. Proceedings of ACM
Multimedia, Beijing, CN, Oct. 2009.

Bailer W. and Thallinger G. Summarizing Raw Video Material Using
Hidden Markov Models. Proceedings of 10th International Workshop on
Image Analysis for Multimedia Interactive Services (WIAMIS), London,
UK, May 2009, pp. 53-56.
	
Juan Cao, HongFang Jing, Chong-Wah Ngo, YongDong Zhang. 2009. 
Distribution-based concept selection for concept-based
video retrieval.  October 2009 MM '09: Proceedings of the seventeen
ACM international conference on Multimedia
	
Juan Cao, Yong-Dong Zhang, Jun-Bo Guo, Lei Bao, Jin-Tao
Li. 2009. VideoMap: an interactive video retrieval system of
MCG-ICT-CAS.  July 2009 CIVR '09: Proceeding of the ACM International
Conference on Image and Video Retrieval

Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua. 2009. Domain
adaptation from multiple sources via auxiliary classifiers.  June 2009
ICML '09: Proceedings of the 26th Annual International Conference on
Machine Learning

Martin Halvey, Joemon M. Jose. 2009. The role of expertise in aiding
video search.  July 2009 CIVR '09: Proceeding of the ACM International
Conference on Image and Video Retrieval
	
Martin Halvey, David Vallet, David Hannah, Joemon
M. Jose. 2009. ViGOR: a grouping oriented interface for search and
retrieval in video libraries.  June 2009 JCDL '09: Proceedings of the
9th ACM/IEEE-CS joint conference on Digital libraries
	
Benoit Huet, Jinhui Tang, Alex Hauptmann. 2009 .ACM SIGMM the first
workshop on web-scale multimedia corpus (WSMC09).  October 2009 MM
'09: Proceedings of the seventeen ACM international conference on
Multimedia

Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang. 2009. Semantic context
transfer across heterogeneous sources for domain adaptive video
search.  October 2009 MM '09: Proceedings of the seventeen ACM
international conference on Multimedia

Philip Kelly, Ciarán Ó Conaire, Noel
E. O'Connor. 2009. Exploiting contextual data for event retrieval in
surveillance video. July 2009 CIVR '09: Proceeding of the ACM
International Conference on Image and Video Retrieval

Duy-Dinh Le, Shin'ichi Satoh. 2009. Efficient concept detection by
fusing simple visual features.  March 2009 SAC '09: Proceedings of the
2009 ACM symposium on Applied Computing
	
Wei-Hao Lin, Alexander Haputmann. 2009. Identifying news videos'
ideological perspectives using emphatic patterns of visual concepts.
October 2009 MM '09: Proceedings of the seventeen ACM international
conference on Multimedia
	
Yuan Liu, Tao Mei, Xian-Sheng Hua. 2009. CrowdReranking: exploring
multiple search engines for visual search reranking.  July 2009 SIGIR
'09: Proceedings of the 32nd international ACM SIGIR conference on
Research and development in information retrieval

Paul Over, George Awad, Alan F. Smeaton, Colum Foley, James
Lanagan. 2009. Creating a web-scale video collection for research.
October 2009 WSMC '09: Proceedings of the 1st workshop on Web-scale
multimedia corpus

Yuxin Peng, Zhiwu Lu, Jianguo Xiao. 2009. Semantic concept annotation
based on audio PLSA model.  October 2009 MM '09: Proceedings of the
seventeen ACM international conference on Multimedia

Sébastien Poullot, Michel Crucianu, Shin'Ichi Satoh. 2009. Indexing
local configurations of features for scalable content-based video copy
detection.  October 2009 LS-MMRM '09: Proceedings of the First ACM
workshop on Large-scale multimedia retrieval and mining
	
P. Punitha, Joemon M. Jose, Anuj Goyal. 2009. Topic prerogative
feature selection using multiple query examples for automatic video
retrieval.  July 2009 SIGIR '09: Proceedings of the 32nd international
ACM SIGIR conference on Research and development in information
retrieval

Arjan T. Setz and Cees G. M. Snoek, "Can Social Tagged Images Aid
Concept-Based Video Search?," in Proceedings of the IEEE International
Conference on Multimedia & Expo, 2009.

Kimiaki Shirahama, Chieri Sugihara, Yuta Matsuoka, Kuniaki
Uehara. 2009. Query-based video event definition using rough set
theory.  October 2009 EiMM '09: Proceedings of the 1st ACM
international workshop on Events in multimedia

Alan F. Smeaton,. Paul Over, Aiden R. Doherty. Video shot boundary
detection: Seven years of TRECVid activity.  To appear in the IEEE
Computer Vision and Image Understanding. Online at
http://dx.doi.org/10.1016/j.cviu.2009.03.011

Cees G. M. Snoek and Marcel Worring, "Concept-Based Video Retrieval,"
Foundations and Trends in Information Retrieval, vol. 4, iss. 2, pp.
215-322, 2009.

Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. 2009. Near-lossless video
summarization. October 2009 MM '09: Proceedings of the seventeen ACM
international conference on Multimedia

Pablo Toharia, Oscar D. Robles, Alan F. Smeaton and Angel Rodriguez:
Measuring the influence of Concept Detection on Video Retrieval.
Proceedings of the 13th International Conference on Computer Analysis
of Images and Patterns, pp. 581--589. Münster, Germany. Sept. 2009
ISBN: 978-3-6425-03766-5

Pablo Toharia, Alberto Sánchez, José Luis Bosque and Oscar
D. Robles: GCViR: Grid Content-Based Video Retrieval with work
allocation brokering Concurrency and Computation, Practices and
Experience, John Wiley & Sons.  ISSN: 1532-0626. DOI: 10.1002/cpe.1492

Pablo Toharia, Alberto Sánchez, José Luis Bosque and Oscar
D. Robles: Efficient Grid-Based Video Storage and Retrieval.
International Symposium on Grid computing, high-performance and
Distributed Applications (GADA '08) Proceedings of the GADA
08. Lecture Notes in Computer Science, Vol.  5331. Springer-Verlag
Berlin Heidelberg, pp. 833 -- 851 ISBN: 978-3-540-88870-3. Monterrey,
Mexico. Nov. 2008

Thierry Urruty, Frank Hopfgartner, David Hannah, Desmond Elliott,
Joemon M. Jose. 2009. Supporting aspect-based video browsing: analysis
of a user study.  July 2009 CIVR '09: Proceeding of the ACM
International Conference on Image and Video Retrieval
	
Stefanos Vrochidis, Paul King, Lambros Makris, Anastasia Moumtzidou,
Spiros Nikolopoulos, Anastasios Dimou, Vasileios Mezaris, Ioannis
Kompatsiaris. 2009. MKLab interactive video retrieval system.  July
2009 CIVR '09: Proceeding of the ACM International Conference on Image
and Video Retrieval

Wang, D., Wang, Z., Li, J., Zhang, B., and Li, X. 2009. Query
representation by structured concept threads with application to
interactive video retrieval. J. Vis. Comun. Image Represent. 20, 2
(Feb. 2009), 104-116. DOI=
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Xiao-Yong Wei, Yu-Gang Jiang, Chong-Wah Ngo. 2009. Exploring
inter-concept relationship with context space for semantic video
indexing.  July 2009 CIVR '09: Proceeding of the ACM International
Conference on Image and Video Retrieval

Peter Wilkins, Raphaël Troncy, Martin Halvey, Daragh Byrne, Alia
Amin, P. Punitha, Alan F. Smeaton, Robert Villa. 2009. User variance
and its impact on video retrieval benchmarking July 2009 CIVR '09:
Proceeding of the ACM International Conference on Image and Video
Retrieval
	
Zhipeng Wu, Shuqiang Jiang, Qingming Huang. 2009. Near-duplicate video
matching with transformation recognition.  October 2009 MM '09:
Proceedings of the seventeen ACM international conference on
Multimedia

Rong Yan, Marc-Olivier Fleury, Michele Merler, Apostol Natsev, John
R. Smith. 2009. Large-scale multimedia semantic concept modeling using
robust subspace bagging and MapReduce. October 2009 LS-MMRM '09:
Proceedings of the First ACM workshop on Large-scale multimedia
retrieval and mining

Ming Yang, Fengjun Lv, Wei Xu, Kai Yu, Yihong Gong. Human action
detection by boosting efficient motion features. IEEE Workshop on
Video-oriented Object and Event Classification in Conjunction with
ICCV, Kyoto, Japan, Sept.28, 2009, (VOEC'2009).

Guangyu Zhu, Ming Yang, Kai Yu, Wei Xu, Yihong Gong. Detecting video
events based on action recognition in complex scenes using spatio-
temporal descriptor. ACM International Conference on Multimedia,
Beijing, China, Oct.19-23, 2009, full paper, (ACM MM'2009).




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2008 (31)
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Aly, R.B.N. and Hiemstra, D. and de Vries, A.P. and de Jong, F.M.G.
(2008)  Probabilistic Ranking Framework using Unobservable Binary
Events for Video Search./ <http://eprints.eemcs.utwente.nl/12167/> In:
Proceedings of the 7th ACM International Conference on Content-based
Image and Video Retrieval, 7-9 July 2008, Niagara Falls. pp. 349-358.
ACM. ISBN 978-1-60558-070-8
	
Ioannis Arapakis, Ioannis Konstas, Joemon M. Jose. 2009. Using facial
expressions and peripheral physiological signals as implicit
indicators of topical relevance.  October 2009 MM '09: Proceedings of
the seventeen ACM international conference on Multimedia

Bailer W. A Comparison of Distance Measures for Clustering Video
Sequences. Proceedings of 1st Workshop on Automated Information
Extraction in Media Production, Turin, IT, Sept. 2008, pp. 595-599.

Bailer W., Dumont E., Essid S., and M�érialdo B. A collaborative
approach to automatic rushes video summarization. Proceedings of First
ICIP Workshop on Multimedia Information Retrieval, San Diego, CA, USA,
Oct. 2008.

Werner Bailer, Felix Lee and Georg Thallinger. Detecting and Clustering
Multiple Takes of One Scene. Proceedings of the 14th International
Multimedia Modeling Conference, Kyoto, Japan, 9-11 January 2008.

Bredin H, Byrne D, Lee H, O'Connor N and Jones G. Dublin City
University at the TRECVid 2008 BBC Rushes Summarisation Task.  TVS
2008 - TRECVID BBC Rushes Summarization Workshop, ACM Multimedia 2008,
Vancouver, Canada, 31 October 2008.

Byrne D, Doherty A, Snoek C.G.M, Jones G and Smeaton A.F. Validating
the Detection of Everyday Concepts in Visual Lifelogs. SAMT 2008 - 3rd
International Conference on Semantic and Digital Media Technologies,
Koblenz, Germany, 3-5 December 2008.

Daragh Byrne, Aiden R. Doherty, Cees G. M. Snoek, Gareth J. F. Jones,
and Alan F. Smeaton, "Everyday Concept Detection in Visual Lifelogs:
Validation, Relationships and Trends," Multimedia Tools and
Applications, vol. 49, iss. 1, pp. 119-144, 2010.

Byrne D, Wilkins P, Jones G, Smeaton A.F and O'Connor N. Measuring the
Impact of Temporal Context on Video Retrieval. CIVR 2008 - ACM
International Conference on Image and Video Retrieval, Niagara Falls,
Canada, 7-9 July 2008.

Doherty A, Byrne D, Smeaton A.F, Jones G, and Hughes M. Investigating
Keyframe Selection Methods in the Novel Domain of Passively Captured
Visual Lifelogs. CIVR 2008 - ACM International Conference on Image and
Video Retrieval, Niagara Falls, Canada, 7-9 July 2008.
 
Doherty A, O Conaire C, Blighe M, Smeaton A.F and O'Connor
N. Combining Image Descriptors to Effectively Retrieve Events from
Visual Lifelogs.  MIR 2008 - ACM International Conference on
Multimedia Information Retrieval 2008, Vancouver, Canada, 30-31
October 2008

Doherty A and Smeaton A.F. Automatically Segmenting Lifelog Data Into
Events. WIAMIS 2008 - 9th International Workshop on Image Analysis for
Multimedia Interactive Services, Klagenfurt, Austria, 7-9 May 2008.

Dumont E, Merialdo B, Essid S, Bailer W, Byrne D, Bredin H, O'Connor
N, Jones G, Haller M, Krutz A, Sikora T and Platrik T. A Collaborative
Approach to Video Summarization.  SAMT 2008 - 3rd International
Conference on Semantic and Digital Media Technologies, Koblenz,
Germany, 3-5 December 2008.

Dumont E, Merialdo B, Essid S, Bailer W, Rehatschek H, Byrne D, Bredin
H, O'Connor N, Jones G, Smeaton A.F, Haller M and Piatrick T. Video
Rushes Summarization Using a Collaborative Approach. . TVS 2008 -
TRECVID BBC Rushes Summarization Workshop, ACM Multimedia 2008,
Vancouver, Canada, 31 October 2008.

Zhiwei Gu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. "MILC^2:
A Multi-Layer Multi-Instance Learning Approach to Video Concept
Detection," International Conference on Multi-Media Modeling (MMM),
Kyoto, Japan, Jan. 2008.

Gurrin C. Content-based Video Retrieval. Encyclopedia of Database
Systems, Springer, 2008.

Haubold, A. and Natsev, A. 2008. Web-based information content and its
application to concept-based video retrieval. In Proceedings of the
2008 international Conference on Content-Based Image and Video
Retrieval (Niagara Falls, Canada, July 07 - 09, 2008). CIVR '08. ACM,
New York, NY, 437-446. DOI= http://doi.acm.org/10.1145/1386352.1386408

Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek, "A
Comparison of Color Features for Visual Concept Classification," in
Proceedings of the ACM International Conference on Image and Video
Retrieval, Niagara Falls, Canada, 2008, pp. 141-149.

Koen E. A. van de Sande, Theo Gevers, and Cees G. M. Snoek,
"Evaluation of Color Descriptors for Object and Scene Recognition," in
Proceedings of the IEEE Computer Society Conference on Computer Vision
and Pattern Recognition, Anchorage, Alaska, 2008.

Ken-Hao Liu, Ming-Fang Weng, Chi-Yao Tseng, Yung-Yu Chuang and
Ming-Syan Chen. Association and Temporal Rule Mining for
Post-Processing of Semantic Concept Detection in Video. In IEEE
Transactions on Multimedia, special issue on Multimedia Data Mining,
volume 10, issue 2, page 240-251, February 2008.

Lee F. and Bailer W. Organizing Rushes Video by Visually Similar
Setting. Proceedings of ACM International Conference on Image and
Video Retrieval, Niagara Falls, CA, Jul. 2008, pp. 279-287.

Lee H, Gurrin C, Jones G and Smeaton A.F. Interaction Design for
Personal Photo Management on a Mobile Device. Handbook of Research on
User Interface Design and Evaluation for Mobile Technology,
2008. (pp69-85) IGI Publishing, ISBN: 978-1-59904-871-0.

Ork de Rooij, Cees G. M. Snoek, and Marcel Worring, "Balancing Thread
Based Navigation for Targeted Video Search," in Proceedings of the ACM
International Conference on Image and Video Retrieval, Niagara Falls,
Canada, 2008, pp. 485-494.

Ork de Rooij, Cees G. M. Snoek, and Marcel Worring, "MediaMill: Fast
and Effective Video Search using the ForkBrowser," in Proceedings of
the ACM International Conference on Image and Video Retrieval, Niagara
Falls, Canada, 2008, pp. 561-561.

Jeremy Pickens, Gene Golovchinsky, Chirag Shah, Pernilla Qvarfordt,
and Maribeth Back. Algorithmic Mediation for Collaborative Exploratory
Search. SIGIR 2008. (Singapore, Singapore, July 20 - 24, 2008). ACM,
New York, NY, 315-322., July 22, 2008

Smeaton A.F, Foley C, Byrne D and Jones G. iBingo Mobile Collaborative
Search.  CIVR 2008 - ACM International Conference on Image and Video
Retrieval. VideOlympics @ CIVR, Niagara Falls, Canada, 7-9 July 2008.

Smeaton A.F, Foley C, Byrne D and Jones G. Mobile, Ubiquitous
Information Seeking, as a Group:The iBingo Collaborative Video
Retrieval System.  MobiQuitous 2008 - The 5th Annual International
Conference on Mobile and Ubiquitous Systems: Computing, Networking and
Services, Dublin, Ireland, 21-25 July 2008.

Smeaton A.F, Over P and Kraaij W. High-level Feature Detection from
Video in TRECVid: a 5-Year Retrospective of Achievements.  Multimedia
Content Analysis:Theory and Applications (in press), 2008.

Smeaton A.F, Wilkins P, Worring N, de Rooij O, Chua T-S and Luan
H. Content-Based Video Retrieval: Three Example Systems from TRECVid.
International Journal of Imaging Systems and Technology, Special Issue
on Multimedia Information Retrieval (in press), 2008. 

Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de
Sande, Rong Yan, and Alexander G. Hauptmann, "VideOlympics: Real-Time
Evaluation of Multimedia Retrieval Systems," IEEE Multimedia, vol. 15,
iss. 1, 2008.

Jinhui Tang, Xian-Sheng Hua, Yan Song, Tao Mei, Xiuqing
Wu. "Optimizing Training Set Construction for Video Semantic
Classification," EURASIP Journal on Advances in Signal Processing,
2008.

Wilkins P, Smeaton A.F, O'Connor N and Byrne D. K-Space Interactive
Search.  CIVR 2008 - ACM International Conference on Image and Video
Retrieval. VideOlympics @ CIVR, Niagara Falls, Canada, 7-9 July 2008.

Yan-Tao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian, ’¡ÈObject-based
Image Retrieval Beyond Visual Appearances’¡É, MMM 2008, Kyoto, Japan,
Jan 2008



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Werner Bailer and Georg Thallinger. A Framework for Multimedia Content
Abstraction and its Application to Rushes Exploration. CIVR 2007 - ACM
International Conference on Image and Video Retrieval, Amsterdam, The
Netherlands, 9-11 July 2007.

Bosch, A., Zisserman, A. and Munoz, X.  Representing shape with a
spatial pyramid kernel Proceedings of the International Conference on
Image and Video Retrieval (2007)

Byrne D, Kehoe P, Lee H, O Conaire C, Smeaton A.F, O'Connor N and
Jones G. A User-Centered Approach to Rushes Summarisation Via
Highlight-Detected Keyframes. TVS 2007 - TRECVID BBC Rushes
Summarization Workshop, ACM Multimedia 2007, Augsburg, Germany, 24-29
September 2007. (pp35-39)

Christel, M. G. 2007. Establishing the utility of non-text search for
news video retrieval with real world users. In Proceedings of the 15th
international Conference on Multimedia (Augsburg, Germany, September
25 - 29, 2007). MULTIMEDIA '07. ACM, New York, NY, 707-716. DOI=
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Christel, M. Examining User Interactions with Video Retrieval Systems.
Proc. of SPIE Vol. 6506 Multimedia Content Access: Algorithms and
Systems (San Jose, CA, Feb. 2007).

Chum, O., Philbin, J., Isard, M. and Zisserman, A.  Scalable Near
Identical Image and Shot Detection Proceedings of the International
Conference on Image and Video Retrieval (2007)

Dayong Ding, Bo Zhang. Probabilistic Model Supported Rank Aggregation
for the Semantic Concept Detection in Video. in Intl. Conference of
Image and Video Retrieval (CIVR), Amsterdam, 2007.

Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing
Wu. "Multi-Layer Multi-Instance Kernel for Video Concept Detection,"
Accepted by ACM International Conference on Multimedia (ACM MM),
Augsburg, Germany, Sept. 2007

Steven C.H. Hoi and Michael R Lyu. "A Multi-Modal and Multi-Level
Ranking Framework for Content-Based Video Retrieval," , In the 32nd
IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP2007), Special Session on "Web Image/Video Search
Technologies", Hawaii, USA, 15-20 April, 2007.

Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Reranking Methods for
Visual Search. IEEE Multimedia Magazine, 13(3), 2007.

Winston H. Hsu, Lyndon Kennedy, Shih-Fu Chang. Video Search Reranking
through Random Walk over Document-Level Context Graph. In ACM
Multimedia, Augsburg, Germany, September 2007.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Kernel Sharing With Joint
Boosting For Multi-Class Concept Detection. In IEEE CVPR Workshop on
Semantic Learning Application in Multimedia, Minneapolis, Minnesota,
June 2007.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Context-Based Concept
Fusion with Boosted Conditional Random Fields. In IEEE International
Conference on Acoustics, Speech, and Signal Processing (ICASSP),
Hawaii, USA, April 2007.

Yu-Gang Jiang, Chong-Wah Ngo, Jun Yang, Towards Optimal
Bag-of-Features for Object Categorization and Semantic Video
Retrieval, ACM International Conference on Image and Video Retrieval
(CIVR), 2007

Kehoe P and Smeaton A.F. Using Graphics Processor Units (GPUs) for
Automatic Video Structuring. Proceedings of the WIAMIS 2007 -
International Workshop on Image Analysis for Multimedia Interactive
Services, Santorini, Greece, 6-8 June 2007.

Lyndon Kennedy, Shih-Fu Chang. A Reranking Approach for Context-based
Concept Fusion in Video Indexing and Retrieval. In ACM International
Conference on Image and Video Retrieval, Amsterdam, Netherlands, July
2007.

Koskela M and Smeaton A.F. Measuring Concept Similarities in
Multimedia Ontologies: Analysis and Evaluations. IEEE Transactions on
Multimedia, 2007.

Koskela M and Smeaton A.F. An Empirical Study of Inter-Concept
Similarities in Multimedia Ontologies.  CIVR 2007 - ACM International
Conference on Image and Video Retrieval, Amsterdam, The Netherlands,
9-11 July 2007.

Xirong Li, Dong Wang, Jianmin Li and Bo Zhang, Video Search in Concept
Subspace: A Text-Like Paradigm, in Intl. Conference of Image and Video
Retrieval (CIVR), Amsterdam, 2007

Jingjing Liu, Wei Lai, Xian-Sheng Hua, Yalou Huang, Shipeng Li. Video
Search Re-Ranking via Multi-Graph Propagation. ACM International
Conference on Multimedia (ACM MM), Augsburg, Germany, Sept. 2007.

Xiaobing Liu, Dong Wang, Jianmin Li, Bo Zhang, The Feature and Spatial
Covariant Kernel: Adding Implicit Spatial Constraints to Histogram, in
Proc. ACM International Conference on Image and Video Retrieval
(CIVR), Amsterdam, Netherlands, July, 2007

Huan-Bo Luan, Shi-Yong Neo, Hai-Kiat Goh, Yong-Dong Zhang, Shou-Xun Lin,
Tat-Seng Chua. Segregated Feedback with Performance-based Adaptive
Sampling for Interactive News Video Retrieval, ACM MM 2007, Augsburg,
Germany, 23-29 Sep 2007.

Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua,
Jintao Li, ’¡ÈThe Use of Topic Evolution to help Users Browse and Find
Answers in News Video Corpus,’¡É ACM MM 2007, Augsburg, Germany, 23-29
Sep 2007.

Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang, 
’¡ÈNews Video Retrieval Using Implicit Event Semantics,’¡É ICME 2007,
Beijing, China, 2-5 Jul 2007.

Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu."NTU TRECVID-2007 Fast
Rushes Summarization System,", ACM Multimedia TRECVID BBC Rushes
Summarization Workshop (TVS 2007), Augsburg, Germany, September 23-29,
2007.

Ork de Rooij, Cees G.M. Snoek, and Marcel Worring. MediaMill: Semantic
Video Browsing using the RotorBrowser. In ACM CIVR 2007 -
International Conference on Image and Video Retrieval, Amsterdam, The
Netherlands, July 2007.

Ork de Rooij, Cees G.M. Snoek, and Marcel Worring. MediaMill: Video
Query on demand using the RotorBrowser. In Proceedings of the IEEE
International Conference on Multimedia & Expo, Beijing, China, July
2007.

Over P, Smeaton A.F and Kelly P. The TRECVID 2007 BBC Rushes
Summarization Evaluation Pilot. TVS 2007 - TRECVID BBC Rushes
Summarization Workshop, ACM Multimedia 2007, Augsburg, Germany, 24-29
September 2007. (pp1-15)

Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang
Zhang. "Correlative Multi-Label Video Annotation," ACM International
Conference on Multimedia (ACM MM), Augsburg, Germany,
Sept. 2007. (Best paper award)

Frank J. Seinstra, Jan-Mark Geusebroek, Dennis Koelma, Cees
G.M. Snoek, Marcel Worring, and Arnold
W.M. Smeulders. High-Performance Distributed Image and Video Content
Analysis with Parallel-Horus. IEEE Multimedia. 2007. In press.

Smeaton A.F. Techniques Used and Open Challenges to the Analysis,
Indexing and Retrieval of Digital Video. Information Systems Journal,
Vol. 32, No. 4, 2007. (pp545-559)

Smeaton A.F. TRECVid - Video Evaluation. ASIST Bulletin,  2007.

Smeaton A.F. Video Summarisation: A new Challenge. Proceedings of the
MAR 2007 - Research Challenges in Multimedia Analysis and Retrieval,
Glasgow, Scotland, 20 July 2007.

Cees G.M. Snoek, Bouke Huurnink, Laura Hollink, Maarten de Rijke, Guus
Schreiber, and Marcel Worring. Adding Semantics to Detectors for Video
Retrieval. IEEE Transactions on Multimedia, August, 2007. In press.

Cees G.M. Snoek and Marcel Worring. Are Concept Detector Lexicons
Effective for Video Search? In Proceedings of the IEEE International
Conference on Multimedia & Expo, Beijing, China, July 2007.

Cees G.M. Snoek, Marcel Worring, Dennis C. Koelma, and Arnold
W.M. Smeulders. A Learned Lexicon-Driven Paradigm for Interactive
Video Retrieval. IEEE Transactions on Multimedia, 9(2):280-292,
February 2007.

Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Meng Wang, Tao Mei, Xiuqing
Wu. "Structure-Sensitive Manifold Ranking for Video Concept
Detection," ACM International Conference on Multimedia (ACM MM),
Augsburg, Germany, Sept. 2007.

Tesic, J., Natsev, A., and Smith, J. R. 2007. Cluster-based data
modeling for semantic video search. In Proceedings of the 6th ACM
international Conference on Image and Video Retrieval (Amsterdam, The
Netherlands, July 09 - 11, 2007). CIVR '07. ACM, New York, NY,
595-602. DOI= http://doi.acm.org/10.1145/1282280.1282365

Dong Wang, Jianmin Li, and Bo Zhang. The Importance of
Query-Concept-Mapping for Automatic Video Retrieval, ACM Multimedia
2007

Dong Wang, Xiaobing Liu, Linjie Luo, Jianmin Li and Bo Zhang. Video
Diver: Generic Video Indexing with Diverse Features. MIR workshop at
ACM Multimedia 2007

Dong Wang, Zhikun Wang, Xirong Li, Xiaobing Liu, Jianmin Li and Bo
Zhang. Mapping Query to Semantic Concepts: Leveraging Semantic Indices
for Automatic and Interactive Video Retrieval, Invited paper in
special session of "Closing the semantic gap: concept-based video
mining and retrieval" at Intl. Conference Semantic Computing (ICSC)
2007

Feng Wang, Chong-Wah Ngo, Rushes Video Summarization by Object and
Event Understanding, TRECVID BBC Rushes Summarization Workshop at ACM
Multimedia (TVS'07), Augsburg, Germany, Sep. 2007.

Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Optimizing
Multi-Graph Learning: Towards A Unified Video Annotation Scheme. ACM
International Conference on Multimedia (ACM MM), Augsburg, Germany,
Sept. 2007.

Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, Ren-Hua Wang. An
Interactive Video Annotation Framework With Multiple
Modalities. International Conference on Acoustic, Speech, and Signal
Processing (ICASSP), April, 2007, Honolulu, Hawaii, USA.

Meng Wang, Xian-Sheng Hua, Yan Song, Jinhui Tang, Li-Rong Dai, 
’¡ÈMulti-Concept Multi-Modality Active Learning for Interactive Video
Annotation’¡É, to appear in First IEEE International Conference on
Semantic Computing (ICSC), Irvine, California, USA, September, 2007.

Xiao-Yong Wei, Chong-Wah Ngo, Ontology-Enriched Semantic Space for
Video Search, ACM Multimedia (MM'07), Augsburg, Germany, Sep. 2007.

Wilkins P, Adamek T, Smeaton A.F. and O'Connor N. Inexpensive Fusion
Methods for Enhancing Feature Detection. CBMI 2007 - 5th International
Workshop on Content-Based Multimedia Indexing, Bordeaux, France, 25-27
June 2007.

Wilkins P, Adamek T, O'Connor N and Smeaton A.F. Inexpensive Fusion
Methods for Enhancing Feature Detection. Signal Processing: Image
Communication, Special Issue on Content-Based Multimedia Indexing and
Retrieval, Vol. 22, No. 7-8, 2007. (pp 635-650)

Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen, and
Arnold W.M. Smeulders. The MediaMill Semantic Video Search Engine. In
Proceedings of IEEE International Conference on Acoustics, Speech, and
Signal Processing, Honolulu, Hawaii, USA, April 2007.

Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo, Novelty Detection for
Cross-Lingual News Stories with Visual Duplicates and Speech
Transcripts, ACM Multimedia (MM'07), Augsburg, Germany, Sep. 2007.

Xiao Wu, Wan-Lei Zhao, Chong-Wah Ngo, Efficient Near-Duplicate
Keyframe Retrieval with Visual Language Models, International
Conference on Multimedia and Expo (ICME), 2007

Xiao Wu, Wan-Lei Zhao, Chong-Wah Ngo, Near-Duplicate Keyframe
Retrieval with Visual Keywords and Semantic Context, ACM International
Conference on Image and Video Retrieval (CIVR), 2007.

Yan, R. and Hauptmann, A. G. 2007. A review of text and image
retrieval approaches for broadcast news video. Inf. Retr. 10, 4-5
(Oct. 2007), 445-484. DOI= http://dx.doi.org/10.1007/s10791-007-9031-y

Jun Yang, Yu-Gang Jiang, Alexander G. Hauptmann, Chong-Wah Ngo,
Evaluating Bag-of-Visual-Words Representations in Scene
Classification, ACM SIGMM Int'l Workshop on Multimedia Information
Retrieval (MIR'07), Augsburg, Germany, Sep. 2007.

Jinhui Yuan, Huiyi Wang, Lan Xiao, Wujie Zheng, Jianmin Li, Fuzong
Lin, Bo Zhang: A Formal Study of Shot Boundary Detection. IEEE
Trans. Circuits Syst. Video Techn. 17(2): 168-186 (2007)

Jinhui Yuan, Jianmin Li, Bo Zhang. Gradual transitions detection with
conditional random fields. Proc. of ACM Multimedia. Augsburg,
Germany. ACM Press, September, 2007. pages 277-280.

Eric Zavesky, Zhu Liu, David Gibbon, Behzad Shahraray. Searching
Visual Semantic Spaces with Concept Filters. In IEEE International
Conference on Semantic Computing, Irvine, California, September 2007.

Zhengjun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. "Building a
Comprehensive Ontology to Refine Video Concept Detection," ACM SIGMM
International Conference Workshop on Multimedia Information Retrieval
(ACM MIR), In conjunction with ACM Multimedia, Augsburg, Germany,
Sept. 2007.

Wan-Lei Zhao, Chong-Wah Ngo, Hung-Khoon Tan, Xiao Wu, Near-Duplicate
Keyframe Identification with Interest Point Matching and Pattern
Learning, IEEE Trans. on Multimedia, vol. 9, pp. 1037-1048, Aug 2007.




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2006 (54)
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Christel, M. Evaluation and User Studies with Respect to Video
Summarization and Browsing. Proc. of SPIE Vol. 6073 Multimedia Content
Analysis, Management and Retrieval (San Jose, CA, Jan. 2006).

Christel, M., and Conescu, R. Mining Novice User Activity with TRECVID
Interactive Retrieval Tasks. In CIVR 2006 - International Conference
on Image and Video Retrieval, H. Sundaram et al. (Eds.), LNCS 4071,
pp.  21-30, Tempe, USA, 13-15 July 2006. Springer-Verlag.

Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith. Visual
Event Detection Using Multi-Dimensional Concept Dynamics. In IEEE
International Conference on Multimedia and Expo (ICME 06), Toronto,
Canada, 2006.

Ewerth, Ralph and Freisleben, Bernd: Self-Supervised Learning for
Robust Video Indexing. In: Proceedings of the IEEE International
Conference on Multimedia & Expo, Toronto, Canada, 2006, pp. 1749-1752.

Garnaud E, Smeaton A.F and Koskela M. Evaluation of a Video Annotation
Tool Based on the LSCOM Ontology. SAMT 2006 - Proceedings of The First
International Conference on Semantics And Digital Media Technology,
Athens, Greece, 6-8 December 2006.

Gurrin C, Johansen D and Smeaton A.F. Supporting Relevance Feedback in
Video Search. ECIR 2006 - European Conference on Information
Retrieval. Lalmas M et al. (Eds.): Lecture Notes in Computer Science
(LNCS Series 3936), London, U.K., 10-12 April 2006.

Hoashi, K., Sugano, M., Naito, M., Matsumoto, K., Sugaya, F. (2006)
Video story segmentation based on generic low-level features, Trans of
IEICE on Information and Systems, Vol. J89-D, No. 10, pp. 2305-2314,
2006.  (In Japanese)

Winston H. Hsu, Lyndon Kennedy, and Shih-Fu Chang. (2006) "Video Search
Reranking via Information Bottleneck Principle," ACM Multimedia 2006
(full paper), Santa Barbara, CA, October 22-27.

Winston H. Hsu and Shih-Fu Chang.(2006) "Topic Tracking across Broadcast
News Videos with Visual Duplicates and Semantic Concepts," The
International Conference on Image Processing (ICIP), Atlanta, GA,
October.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui. Active Context-based
concept fusion with partial user labels. In IEEE International
Conference on Image Processing (ICIP 06), Atlanta, GA, USA, 2006.

Lyndon Kennedy, Shih-Fu Chang, Igor Kozintsev. To Search or To Label?:
Predicting the Performance of Search-Based Automatic Image
Classifiers. In Multimedia Information Retrieval Workshop (MIR), Santa
Barbara, CA, USA, 2006.

Koskela M and Smeaton A.F. Clustering-Based Analysis of Semantic
Concept Models for Video Shots. ICME 2006 - IEEE International
Conference on Multimedia and Expo, Toronto, Canada, 9-12 July 2006.

Koskela M, Smeaton A.F and Gaughan G. Semantic Analysis of Concept
Models for News Videos. VCIMS - Workshop on Visual Categorisation and
Image Management Systems, Sunderland, U.K., 28 June 2006.

Wei Lai, Xian-Sheng Hua, Wei-Ying Ma.  Towards Content-Based Relevance
Ranking for Video Search.  ACM Multimedia (ACM MM), Santa Barbara, CA,
USA, Oct 23-27 2006.

Matsumoto, K., Hoashi, K., Naito, M., Shishibori, M., Kita, K. (2006)
Report on TRECVID2005, Proc. of 12th Korea-Japan Joint Workshop on
Frontiers of Computer Vision(FCV2006), pp.65-70, Feb. 2006.

Matsumoto, K., Naito, M., Hoashi, K., Sugaya, F. (2006) SVM-based Shot
Boundary Detection with a Novel Feature.  In Proceedings of the IEEE
International Conference on Multimedia & Expo (ICME) 2006,
pp. 1837-1840, Toronto, Ontario, Canada, 9-12 July, 2006.

Naito, M., Matsumoto, K., Hoashi, K., Sugaya, F. (2006) Camera Motion
Detection using Video Mosaicing.  In Proceedings of the IEEE
International Conference on Multimedia & Expo (ICME) 2006,
pp. 1741-1744, Toronto, Ontario, Canada, 9-12 July, 2006.

Milind Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston
Hsu, Lyndon Kennedy, Alexander Hauptmann, Jon Curtis. Large-Scale
Concept Ontology for Multimedia. IEEE Multimedia Magazine, 13(3),
2006.

Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian ’¡ÈNews Video Search
with Fuzzy Event Clustering using High-level Features’¡É In ACM MM
2006, Santa Barbara, USA, 23-27 October 2006.

Shi-Yong Neo, Jin Zhao, Min-Yan Kan, Tat-Seng Chua ’¡ÈVideo Retrieval
Using High-level features: Exploiting Query-matching and
Confidence-based Weighting’¡É In CIVR 2006, Arizona, USA, 13-15 July
2006.

O'Connor N, Lee H, Smeaton A.F, Jones G, Cooke E, Le Borgne H and
Gurrin C. F�íschl�ár-TRECVid2004: Combined Text- and Image-Based
Searching of Video Archives. ISCAS 2006 - IEEE International Symposium
on Circuits and Systems, Kos, Greece, 21-24 May 2006.

Over P, Smeaton A.F and Docef A. Eval-ware: Digital Video Retrieval.
IEEE Signal Processing Magazine, 2006.

Sav S, Jones G, Lee H, O'Connor N and Smeaton A.F. Interactive
Experiments in Object-Based Retrieval. CIVR2006 - 5th International
Conference on Image and Video Retrieval. Springer Lecture Notes in
Computer Science Vol. 4071, Tempe, AZ, 13-15 July 2006.

Shishibori, M., Minamimoto, T., Matsumoto, K., Hoashi, K., Naito, M.,
Kita, K. (2006) Estimation of The Camera Motion based on Movement of
Interest Points between Images, Proc. of 12th Korea-Japan Joint
Workshop on Frontiers of Computer Vision (FCV2006),
pp. 145-150, Feb. 2006.

Smeaton A.F.  TrecVid.  CLEAR '06 (Classification of Events,
Activities and Relationships) Evaluation Workshop, Southampton, U.K.,
6-7 April 2006.

Smeaton A.F, Foley C, Gurrin C, Lee H and Mc Givney S. (2006)
Collaborative Searching for Video Using the Fishlar System and a
DiamondTouch Table.  TableTop2006 - The 1st IEEE International
Workshop on Horizontal Interactive Human-Computer Systems, Adelaide,
Australia, 5-7 January 2006.

Smeaton A.F, Gurrin C and Lee H. Interactive Searching and Browsing of
Video Archives: Using Text and Using Image Matching.  In: Hammoud,
Riad (Ed.), Interactive Video: Algorithms and Technologies, 2006, XVI,
250 p. 109 illus., Hardcover, ISBN: 3-540-33214-6 , 2006.

Smeaton A.F, Jones G, Lee H and O'Connor N and Sav S. Object-Based
Access to TV Rushes Video. ECIR 2006 - European Conference on
Information Retrieval. Lalmas M et al. (Eds.): Lecture Notes in
Computer Science (LNCS Series 3936), pp. 476-479., London, U.K., 10-12
April 2006.

Smeaton A.F, Lee H, Foley C, Mc Givney S and Gurrin C. (2006)
Fishlar-DiamondTouch: Collaborative Video Searching on a Table.  SPIE
Electronic Imaging - Multimedia Content Analysis, Management, and
Retrieval, San Jose, CA, 15-19 January 2006.

Smeaton A.F, Lee H, Foley C and Mc Givney S. Collaborative Video
Searching on a Tabletop. Multimedia Systems Journal, Vol. 12, No. 4-5,
2006.

Smeaton A.F, Over P and Kraaij W. Evaluation Campaigns and
TRECVid. MIR 2006 - 8th ACM SIGMM International Workshop on Multimedia
Information Retrieval, Santa Barbara, CA, 26-27 October 2006.

Arnold W.M. Smeulders, Jan C. van Gemert, Jan-Mark Geusebroek, Cees
G.M. Snoek, and Marcel Worring Browsing for the National Dutch Video
Archive In Proceedings of the 2nd IEEE-EURASIP International Symposium
on Communications, Control and Signal Processing, Marrakech, Morocco,
March 2006.

Cees G.M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis
C. Koelma, Frank J. Seinstra, and Arnold W.M. Smeulders The Semantic
Pathfinder: Using an Authoring Metaphor for Generic Multimedia
Indexing IEEE Transactions on Pattern Analysis and Machine
Intelligence, 28(10), October 2006.

Cees G.M. Snoek, Marcel Worring, Jan-Mark Geusebroek, Dennis
C. Koelma, Frank J. Seinstra, and Arnold W.M. Smeulders The Semantic
Pathfinder for Generic News Video Indexing In Proceedings of the IEEE
International Conference on Multimedia & Expo, pp. 1469-1472, Toronto,
Canada, July 2006.

Cees G.M. Snoek, Marcel Worring, and Alexander G. Hauptmann Learning
Rich Semantics from News Video Archives by Style Analysis ACM
Transactions on Multimedia Computing, Communications and Applications,
2(2):91-108, May 2006.

Cees G.M. Snoek, Marcel Worring, Dennis C. Koelma, and Arnold
W.M. Smeulders Learned Lexicon-driven Interactive Video Retrieval In
CIVR 2006 - International Conference on Image and Video Retrieval,
H. Sundaram et al. (Eds.), LNCS 4071, pp. 11-20, Tempe, USA, 13-15
July 2006. Springer-Verlag.

Cees G.M. Snoek, Marcel Worring, Bouke Huurnink, Jan C. van Gemert,
Koen E.A. van de Sande, Dennis C. Koelma, and Ork de Rooij. MediaMill:
Video Search using a Thesaurus of 500 Machine Learned Concepts. In
Proceedings of the 1st International Conference on Semantic and
Digital Media Technologies, Athens, Greece, December 2006.

Cees G.M. Snoek, Marcel Worring, Jan C. van Gemert, Jan-Mark
Geusebroek, and Arnold W.M. Smeulders The Challenge Problem for
Automated Detection of 101 Semantic Concepts in Multimedia In
Proceedings of ACM Multimedia, Santa Barbara, USA, October 2006.

Pablo Toharia, Oscar Robles, Jose Luis Bosque and A.
Rodriguez. "Towards a Parallel Video Segmentation on a Shared Memory
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P. Toharia, O. D. Robles, J. L. Bosque, A. Rodriguez. "Video shot
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Jan C. van Gemert, Jan-Mark Geusebroek, Cor J. Veenman, Cees
G.M. Snoek, and Arnold W.M. Smeulders Robust Scene Categorization by
Learning Image Statistics in Context In CVPR Workshop on Semantic
Learning Applications in Multimedia, New York, USA, June 2006.

Jan C. van Gemert, Cees G.M. Snoek, Cor Veenman, and Arnold
W.M. Smeulders The Influence of Cross-Validation on Video
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Barbara, USA, October 2006.

Volkmer, Timo and Natsev, Apostol (Paul). (2006) Exploring Automatic
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Dong Wang and Jianmin Li and Bo Zhang. (2006) "Relay Boost Fusion for
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Meng Wang, Xian-Sheng Hua, Yan Song, Xun Yuan, Shipeng Li, and
Hong-Jiang Zhang. Automatic Video Annotation by Semi-supervised
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Santa Barbara, CA, USA, Oct 23-27 2006.

Wilkins P, Ferguson P, Gurrin C and Smeaton A.F. Automatic
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Wilkins P, Ferguson P and Smeaton A.F. Using Score Distributions for
Querytime Fusion in Multimedia Retrieval. MIR 2006 - 8th ACM SIGMM
International Workshop on Multimedia Information Retrieval, Santa
Barbara, CA, 26-27 October 2006.

Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen, and
Dennis C. Koelma Lexicon based browsers for searching in news video
archives In Proceedings of the International Conference on Pattern
Recognition, Hong Kong, China, August 2006.

Marcel Worring, Cees G.M. Snoek, Bouke Huurnink, Jan van Gemert,
Dennis Koelma, and Ork de Rooij The MediaMill Large-lexicon Concept
Suggestion Engine In Proceedings of ACM Multimedia, Santa Barbara,
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Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen,
Richard van Balen and Dennis C. Koelma MediaMill: Advanced Browsing in
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and Video Retrieval, H. Sundaram et al. (Eds.), LNCS 4071,
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Xiao Wu, Chong-Wah Ngo, and Qing Li. (2006). Threading and
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Lexing Xie, Dong Xu, Shahram Ebadollahi, Katya Scheinberg, Shih-Fu
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Lexing Xie, Shih-Fu Chang. Pattern Mining In Visual Concept
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Akira Yanagawa, Winston Hsu, Shih-Fu Chang. Brief Descriptions of
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Ming Zhao, Shi-Yong Neo, Hai-Kiat Goh, Tat-Seng Chua, ’¡ÈMulti-Faceted
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John Adcock, Matthew Cooper, Andreas Girgensohn, and Lynn Wilcox.
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Chen, M.-Y., Christel, M., Hauptmann, A., and Wactlar, H. Putting
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Demir Gokalp and Selim Aksoy. (2005) "Finding Faces in News Videos," in 4th
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Andreas Girgensohn, John Adcock, Matthew Cooper, and Lynn
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Andreas Girgensohn, John Adcock, Matthew Cooper, and Lynn Wilcox.
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D Heesch and S R#N|ger. (2005) Image Browsing: Semantic Analysis of NNk
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Hoashi, K., Sugano, M., Naito, M., Matsumoto, K., Sugaya, F. (2005)
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Mc Donald K and Smeaton A.F. (2005) A Comparison of Score, Rank and
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Sav S, O'Connor N, Smeaton A.F and Murphy N. (2005) Associating
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F.J. Seinstra, C.G.M. Snoek, D. Koelma, J.M. Geusebroek, and
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S.M.M. Tahaghoghi, Hugh E. Williams, James A. Thom, and Timo Volkmer.
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Paola Virga and, Pinar Duygulu (2005) Systematic Evaluation of Machine
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Timo Volkmer, John R. Smith, Apostol (Paul) Natsev, Murray Campbell,
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Xiao Wu, Chong-Wah Ngo, and Qing Li (2005). Co-clustering of
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Z. Yu and G. Herman. (2005) "On the Earth Mover's Distance as a Histogram
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Peter Howarth and Stefan Rueger. (2004). Evaluation of Texture Features
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Smeaton A, Lee H and Mc Donald K. (2004) Experiences of Creating Four
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A. F. Smeaton, P. Over and W. Kraaij. (2004). TRECVID: Evaluating the
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Alan F. Smeaton, Wessel Kraaij, and Paul Over. (2004). The TREC Video
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Smith J.R., Over P., Leung C., Ip H., Grubinger M. (2004). Multimedia
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Fabrice Souvannavong, Bernard Merialdo, Benoit Huet. (2004). Improved
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T. Ianeva, A.P. de Vries, and T. Westerveld (2004) A Dynamic
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Christel, M.G., and Huang, C. Enhanced Access to Digital Video through
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Georgina Gaughan, Alan F. Smeaton, Cathal Gurrin, Hyowon Lee, Kieran
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Hauptmann A.G., Rong Jin, Ng T.D. (2003). Video retrieval using speech
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G. Iyengar, H. J. Nock. (2003). Discriminative model fusion for
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C-Y. Lin, M. Naphade, A. Natsev, C. Neti, J. R. Smith, B. Tseng,
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Naphade, MR; Smith, JR. (2003). A hybrid framework for detecting the
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Naphade M.R., Smith J.R. (2003). Role of classifiers in multimedia
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Rong Yan, Alexander G. Hauptmann, Rong Jin. (2003). Negative
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A. Smeaton. (2003).Information Access to Digital Video Archives: A
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Smeaton A, Lee H, O'Connor N, Marlow S and Murphy N. (2003). TV News
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Smeaton, AF; Over, P. (2003). TRECVID: Benchmarking the effectiveness of
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T. Ianeva, A. P. de Vries, and H. R#Nvhrig (2003) Detecting cartoons: a
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Thijs Westerveld, Arjen P. de Vries. (2003). Multimedia information
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