TREC Video Retrieval Evaluation Bibliography

2008 (6)
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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.

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.

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.

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.

Yan-Tao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian, $(B!H(BObject-based
Image Retrieval Beyond Visual Appearances$(B!I(B, MMM 2008, Kyoto, Japan,
Jan 2008



2007 (56)
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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. 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, $(B!H(BSegregated Feedback with Performance-based Adaptive
Sampling for Interactive News Video Retrieval$(B!I(B ACM MM 2007, Augsburg,
Germany, 23-29 Sep 2007.

Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua,
Jintao Li, $(B!H(BThe Use of Topic Evolution to help Users Browse and Find
Answers in News Video Corpus,$(B!I(B ACM MM 2007, Augsburg, Germany, 23-29
Sep 2007.

Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang, 
$(B!H(BNews Video Retrieval Using Implicit Event Semantics,$(B!I(B 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.

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, 
$(B!H(BMulti-Concept Multi-Modality Active Learning for Interactive Video
Annotation$(B!I(B, 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.

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.


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 $(B!H(BNews Video Search
with Fuzzy Event Clustering using High-level Features$(B!I(B In ACM MM
2006, Santa Barbara, USA, 23-27 October 2006.

Shi-Yong Neo, Jin Zhao, Min-Yan Kan, Tat-Seng Chua $(B!H(BVideo Retrieval
Using High-level features: Exploiting Query-matching and
Confidence-based Weighting$(B!I(B 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-Amschlar-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
Architecture". Workshop 2006 on Computation Intensive Methods for
Computer Vision, held with ECCV 2006. Graz, Austria, May 2006.

P. Toharia, O. D. Robles, J. L. Bosque, A. Rodriguez. "Video shot
extraction on parallel architectures". In proceedings of the 2006
International Symposium on Parallel and Distributed Processing and
Applications (ISPA 2006). Sorrento, Italy, December 2006. Lecture
Notes in Computer Science, Vol. 4330, pp. 869-883. Springer
Verlag. ISBN: 978-3-540-68067-3.

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
Classification Performance In Proceedings of ACM Multimedia, Santa
Barbara, USA, October 2006.

Volkmer, Timo and Natsev, Apostol (Paul). (2006) Exploring Automatic
Query Refinement for Text-Based Video Retrieval. In Proceedings of the
IEEE International Conference on Multimedia & Expo (ICME) 2006,
Toronto, Ontario, Canada, 9-12 July, 2006. 

Dong Wang and Jianmin Li and Bo Zhang. (2006) "Relay Boost Fusion for
Learning Rare Concepts in Multimedia" in Proceedings of the Conference
on Image and Video Retrieval (CIVR 2006).

Meng Wang, Xian-Sheng Hua, Yan Song, Xun Yuan, Shipeng Li, and
Hong-Jiang Zhang. Automatic Video Annotation by Semi-supervised
Learning with Kernel Density Estimation.  ACM Multimedia (ACM MM),
Santa Barbara, CA, USA, Oct 23-27 2006.

Wilkins P, Ferguson P, Gurrin C and Smeaton A.F. Automatic
Determination of Feature Weights for Mult-Feature CBIR. 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.

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,
USA, October 2006.

Marcel Worring, Cees G.M. Snoek, Ork de Rooij, Giang P. Nguyen,
Richard van Balen and Dennis C. Koelma MediaMill: Advanced Browsing in
News Video Archives In CIVR 2006 - International Conference on Image
and Video Retrieval, H. Sundaram et al. (Eds.), LNCS 4071,
pp. 533-536, Tempe, USA, 13-15 July 2006. Springer-Verlag.

Xiao Wu, Chong-Wah Ngo, and Qing Li. (2006). Threading and
Autodocumenting News Videos. IEEE Signal Processing Magazine, volume
23, issue 2, pp. 59-68, March 2006.

Lexing Xie, Dong Xu, Shahram Ebadollahi, Katya Scheinberg, Shih-Fu
Chang, John R. Smith. Detecting Generic Visual Events with Temporal
Cues. In Proc. 40th Asilomar Conference on Signals, Systems, and
Computers, Pacific Grove, CA, October 2006.

Lexing Xie, Shih-Fu Chang. Pattern Mining In Visual Concept
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