19.4.5.2 Video Database Indexing Techniques

Smoliar, S.W., Zhang, H.J.,
Content-Based Video Indexing Retrieval,
MultMed(1), No. 1, Summer 1994, pp. 62-74. Early description of video retrieval. BibRef 9400

Chang, S.F.,
Exploring Functionalities in the Compressed Image Video Domain,
Surveys(27), No. 4, December 1995, pp. 573-575. Survey, Image Retrieval. BibRef 9512

Zhang, H.J., Tian, Q.,
Digital Video Analysis and Recognition for Content-Based Access,
Surveys(27), No. 4, December 1995, pp. 643-644. Survey, Image Retrieval. BibRef 9512

Takahashi, J.[Junichi], Hashihara, H.[Hideharu],
System of updating an index file of frame sequences so that it indexes non-overlapping motion image frame sequences,
US_Patent5,428,774, Jun 27, 1995
WWW Version. BibRef 9506

Shearer, K., Venkatesh, S., Kieronska, D.,
Spatial Indexing for Video Databases,
JVCIR(7), No. 4, December 1996, pp. 325-335. 9704
BibRef

Shearer, K., Kieronska, D., Venkatesh, S.,
Resequencing of Video Using Spatial Indexing,
JVLC(8), No. 2, April 1997, pp. 193-214. 9705
BibRef

Arman, F.[Farshid], Depommier, R.[Remi], Hsu, A.[Arding], Chiu, M.Y.[Ming-Yee],
Browsing contents of a given video sequence,
US_Patent5,521,841, May 28, 1996.
HTML Version. BibRef 9605

Arman, F., Shu, H., and Chiu, M.Y.,
Feature Management for Large Video Databases,
SPIE(1908), February 1993, pp. 2-12. BibRef 9302

Burke, R.,
Conceptual Indexing and Active Retrieval of Video for Interactive Learning Environments,
KBS(9), No. 8, December 1996, pp. 491-499. 9708
BibRef

Chang, C.W., Lee, S.Y.,
Video Content Representation, Indexing, and Matching in Video Information Systems,
JVCIR(8), No. 2, June 1997, pp. 107-120. 9710
See also Video Information-System for Sport Motion Analysis, A. BibRef

Correia, P.L.[Paulo Lobato], Pereira, F.[Fernando],
The Role of Analysis in Content Based Video Coding and Indexing,
SP(66), No. 2, April 1998, pp. 125-142. 9807
BibRef
And:
Proposal for an integrated video analysis framework,
ICIP98(II: 488-492).
IEEE DOI Link 9810
BibRef

Corridoni, J.M., del Bimbo, A.,
Structured representation and automatic indexing of movie information content,
PR(31), No. 12, December 1998, pp. 2027-2045.
WWW Version. BibRef 9812
Earlier:
Structured Digital Video Indexing,
ICPR96(III: 125-129).
IEEE DOI Link 9608
BibRef
Earlier:
Film editing reconstruction and semantic analysis,
CAIP95(938-943).
Springer DOI Link 9509
BibRef
And:
Automatic video segmentation through editing analysis,
CIAP95(178-184).
Springer DOI Link 9509
(Univ. di Firenze, I) BibRef

Kobla, V.[Vikrant], Doermann, D.[David],
Indexing and Retrieval of the MPEG Compressed Video,
JEI(7), No. 2, April 1998, pp. 294-307. 9807
BibRef

Kobla, V.[Vikrant], Doermann, D.[David], Lin, K.I.[King-Ip], Faloutsos, C.[Christos],
Feature Normalization for Video Indexing and Retrieval,
UMDTR3732, November 1996.
WWW Version.
WWW Version. Indexing applied to MPEG encoded video. BibRef 9611

Roth, V.[Volker],
Content-based retrieval from digital video,
IVC(17), No. 7, May 1999, pp. 531-540.
WWW Version. BibRef 9905

Sclaroff, S.[Stan], La Cascia, M.[Marco], Sethi, S.[Saratendu], Taycher, L.[Leonid],
Unifying Textual and Visual Cues for Content-Based Image Retrieval on the World Wide Web,
CVIU(75), No. 1/2, July-August 1999, pp. 86-98.
WWW Version. BibRef 9907

La Cascia, M., Sethi, S., Sclaroff, S.,
Combining textual and visual cues for content-based image retrieval on the World Wide Web,
CBAIVL98(24-28).
IEEE Top Reference. 0208
BibRef

Sclaroff, S.[Stan], Taycher, L.[Leonid], La Cascia, M.[Marco],
ImageRover: A Content-Based Image Browser for the World Wide Web,
CBAIVL97(2).
IEEE DOI Link 9706
BibRef

Adjeroh, D.A.[Donald A.], Lee, M.C., King, I.[Irwin],
A Distance Measure for Video Sequences,
CVIU(75), No. 1/2, July-August 1999, pp. 25-45.
WWW Version. BibRef 9907

Kanth, K.V.R.[K. V. Ravi], Agrawal, D.[Divyakant], El Abbadi, A.[Amr], Singh, A.[Ambuj],
Dimensionality Reduction for Similarity Searching in Dynamic Databases,
CVIU(75), No. 1/2, July-August 1999, pp. 59-72.
WWW Version. BibRef 9907

Lee, J., Dickinson, B.W.,
Hierarchical Video Indexing and Retrieval for Subband-Coded Video,
CirSysVideo(10), No. 5, August 2000, pp. 824.
IEEE Top Reference. 0008
See also Subband Video Coding with Scene-Adaptive Hierarchical Motion Estimation. BibRef

Chang, H.S.[Hyun Sung], Sull, S.H.[Sang-Hoon], Lee, S.U.[Sang Uk],
Efficient video indexing scheme for content-based retrieval,
CirSysVideo(9), No. 8, December 1999, pp. 1269-1279.
IEEE Abstract. 0410
BibRef

Kim, J.R.[Jung-Rim], Chang, H.S.[Hyun Sung], Lee, S.U.[Sang Uk], Sull, S.H.[Sang-Hoon],
Efficient Subtree Pruning Scheme in Tree-Structured Hierarchy,
CirSysVideo(17), No. 5, May 2007, pp. 635-638.
IEEE DOI Link 0705
For traversing the tree in retrieval, distance based on node distance to subcluster. BibRef

Lei, Z.B.[Zhi-Bin], Lin, Y.T.[Yun-Ting],
3D Shape Inferencing and Modeling for Video Retrieval,
JVCIR(11), No. 1, March 2000, pp. 41-57. 0008
BibRef

Miyatake, T.[Takafumi], Sumino, S.[Shigeo], Taniguchi, K.[Katsumi], Nagasaka, A.[Akio], Ikezawa, M.[Mitsuru], Ueda, H.[Hirotada],
Video retrieval method and apparatus,
US_Patent6,021,231, Feb 1, 2000
WWW Version. BibRef 0002
And: US_Patent6,192,151, Feb 20, 2001
WWW Version. BibRef
And: US_Patent6,424,744, Jul 23, 2002
WWW Version. BibRef
And: US_Patent6,567,550, May 20, 2003
WWW Version. BibRef
And: US_Patent6,766,057, Jul 20, 2004
WWW Version. BibRef
And: US_Patent7,203,366, Apr 10, 2007
WWW Version. BibRef

Yu, H.H.,
Scalable video browsing and searching via Q-metric,
PRL(22), No. 5, April 2001, pp. 493-502.
Elsevier DOI Link 0105
BibRef

Yu, H.H.[Hong Heather],
Video indexing and image retrieval system,
US_Patent7,042,525, May 9, 2006
WWW Version. Compute features on image sequence BibRef 0605

Shearer, K.[Kim], Bunke, H.[Horst], Venkatesh, S.[Svetha],
Video indexing and similarity retrieval by largest common subgraph detection using decision trees,
PR(34), No. 5, May 2001, pp. 1075-1091.
WWW Version. 0102
BibRef
Earlier:
An Efficient Least Common Subgraph Algorithm for Video Indexing,
ICPR98(Vol II: 1241-1243).
IEEE DOI Link 9808
See also decision tree approach to graph and subgraph isomorphism detection, A. BibRef

Shearer, K.[Kim], Venkatesh, S.[Svetha], Bunke, H.[Horst],
Video sequence matching via decision tree path following,
PRL(22), No. 5, April 2001, pp. 479-492.
Elsevier DOI Link 0105
BibRef

Irniger, C., Bunke, H.,
Graph database filtering using decision trees,
ICPR04(III: 383-388).
IEEE DOI Link 0409
BibRef

Shan, M.K.[Man-Kwan], Lee, S.Y.[Suh-Yin],
A framework for temporal similarity measures of content-based scene retrieval,
PRL(22), No. 5, April 2001, pp. 517-532.
Elsevier DOI Link 0105
BibRef

Chan, Y.K.[Yung-Kuan], Chang, C.C.[Chin-Chen],
Spatial Similarity Retrieval in Video Databases,
JVCIR(12), No. 2, June 2001, pp. 107-122.
WWW Version. 0201
BibRef

Altunbasak, Y.[Yucel], Zhang, H.J.[Hong-Jiang],
Object-based parsing and indexing of compressed video streams,
US_Patent6,389,168, May 14, 2002
WWW Version. BibRef 0205
And:
System and method for automatically detecting shot boundary and key frame from a compressed video data,
US_Patent6,393,054, May 21, 2002
WWW Version. BibRef

Zhang, H.J., Wang, J.Y.A., and Altunbasak, Y.,
Content-Based Video Retrieval and Compression: A Unified Solution,
ICIP97(I: 13-16).
IEEE DOI Link BibRef 9700

Erdelyi, D.[David],
Method and system for indexing, sorting, and displaying a video database,
US_Patent6,631,522, Oct 7, 2003
WWW Version. BibRef 0310

Tseng, B.L.[Belle L.], Lin, C.Y.[Ching-Yung], Smith, J.R.[John R.],
Video personalization and summarization system for usage environment,
JVCIR(15), No. 3, September 2004, pp. 370-392.
WWW Version. 0711
Video personalization; Summarization; Adaptation; Usage environment; MPEG-7; MPEG-21; Annotation; Rich media description; Digital item adaptation; Rights expression BibRef

Smith, J.R., Jaimes, A., Lin, C.Y.[Ching-Yung], Naphade, M.R., Natsev, A.P., Tseng, B.L.,
Interactive search fusion methods for video database retrieval,
ICIP03(I: 741-744).
IEEE Abstract. 0312
BibRef

Smith, J.R., Lin, C.Y.[Ching-Yung], Naphade, M.R., Natsev, A.P.[A. Paul], Tseng, B.L.,
Statistical Techniques for Video Analysis and Searching,
VideoMining03(Chapter 9). BibRef 0300

Natsev, A.P., Naphade, M.R., Smith, J.R.,
Over-complete representation and fusion for semantic concept detection,
ICIP04(IV: 2375-2378).
IEEE DOI Link 0505
BibRef
Earlier:
Exploring semantic dependencies for scalable concept detection,
ICIP03(III: 625-628).
IEEE Abstract. 0312
BibRef

Tseng, B.L., Lin, C.D.[Ching-Ding], Naphade, M.R., Natsev, A.P., Smith, J.R.,
Normalized classifier fusion for semantic visual concept detection,
ICIP03(II: 535-538).
IEEE Abstract. 0312
BibRef

Yan, R.[Rong], Natsev, A.P.[Apostol Paul], Campbell, M.[Murray],
Hybrid Tagging and Browsing Approaches for Efficient Manual Image Annotation,
MultMedMag(16), No. 2, April-June 2009, pp. 26-41.
IEEE DOI Link 0909
BibRef
Earlier:
A learning-based hybrid tagging and browsing approach for efficient manual image annotation,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef
And:
Multi-query interactive image and video retrieval: Theory and practice,
CIVR08(475-484). 0807
BibRef

Smith, J.R., Lin, C.Y.[Ching-Yung], Naphade, M.R.,
Video texture indexing using spatio-temporal wavelets,
ICIP02(II: 437-440).
IEEE Abstract. 0210
BibRef

Natsev, A.P.[Apostol Paul],
Multimodal Search for Effective Video Retrieval,
CIVR06(525-528).
Springer DOI Link 0607
BibRef

Kim, S.H.[Sang Hyun], Park, R.H.[Rae-Hong],
An efficient algorithm for video sequence matching using the modified Hausdorff distance and the directed divergence,
CirSysVideo(12), No. 7, July 2002, pp. 592-596.
IEEE Top Reference. 0208
Use extracted key frames and compare them for indexing. BibRef

Lee, A.J.T.[Anthony J.T.], Chiu, H.P.[Han-Pang], Yu, P.[Ping],
3D C-string: a new spatio-temporal knowledge representation for video database systems,
PR(35), No. 11, November 2002, pp. 2521-2537.
WWW Version. 0208
BibRef

Lee, A.J.T.[Anthony J.T.], Chiu, H.P.[Han-Pang], Yu, P.[Ping],
Similarity retrieval of videos by using 3D C-string knowledge representation,
JVCIR(16), No. 6, December 2005, pp. 749-773.
WWW Version. 0711
Video databases; Spatio-temporal inference; Similarity retrieval; 3D C-string BibRef

Lennon, A.J.[Alison Joan], Le, D.A.D.[Delphine Anh Dao],
Automated video interpretation system,
US_Patent6,516,090, Feb 4, 2003
WWW Version. BibRef 0302

Chun, Y.D.[Young Deok], Seo, S.Y.[Sang Yong], Kim, N.C.[Nam Chul],
Image retrieval using BDIP and BVLC moments,
CirSysVideo(13), No. 9, September 2003, pp. 951-957.
IEEE Abstract. 0310
BibRef

Fan, J., Luo, H., Elmagarmid, A.K.,
Concept-Oriented Indexing of Video Databases: Toward Semantic Sensitive Retrieval and Browsing,
IP(13), No. 7, July 2004, pp. 974-992.
IEEE DOI Link 0406
BibRef

Doulamis, A.D.[Anastasios D.], Doulamis, N.D.[Nikolaos D.],
Optimal Content-Based Video Decomposition for Interactive Video Navigation,
CirSysVideo(14), No. 6, June 2004, pp. 757-775.
IEEE Abstract. 0407
BibRef
Earlier:
Optimal multi-content video decomposition for efficient video transmission over low-bandwidth networks,
ICIP02(II: 201-204).
IEEE Abstract. 0210
BibRef

Doulamis, N.D., Doulamis, A.D.,
Video object segmentation and tracking in stereo sequences using adaptable neural networks,
ICIP03(I: 149-152).
IEEE Abstract. 0312
BibRef

Doulamis, N.D.[Nikolaos D.], Doulamis, A.D.[Anastasios D.], Kollias, S.D.[Stefanos D.],
Improving the Performance of MPEG Compatible Encoding at Low Bit Rates Using Adaptive Neural Networks,
RealTimeImg(6), No. 5, October 2000, pp. 327-345. 0011
BibRef
Earlier:
A Neural Network Approach to Interactive Content-Based Retrieval of Video Databases,
ICIP99(II:116-120).
IEEE Abstract. BibRef
Earlier: A2, A1, A3:
A neural network based scheme for unsupervised video object segmentation,
ICIP98(II: 632-636).
IEEE DOI Link 9810
BibRef
Earlier: A3, A1, A2:
Improving the Performance of MPEG Compatible Encoders Using on Line Retrainable Neural Networks,
ICIP97(III: 424-427).
IEEE DOI Link BibRef

Doulamis, A.D.[Anastasios D.], Doulamis, N.D.[Nikolaos D.], Kollias, S.D.[Stefanos D.],
Statistical Multiplexing and Quality of Service Control of VBR MPEG Video Sources,
ICIP99(I:271-275).
IEEE Abstract. BibRef 9900

Doulamis, N.D., Doulamis, A.D., Konstantoulakis, G.E., Stassinopoulos, G.I.,
Efficient Modeling of VBR MPEG-1 Coded Video Sources,
CirSysVideo(10), No. 1, February 2000, pp. 93.
IEEE Top Reference. 0003
See also Low Bit-Rate Coding of Image Sequences Using Adaptive Regions of Interest. BibRef

Schaffalitzky, F.[Frederik], Zisserman, A.[Andrew],
Automated location matching in movies,
CVIU(92), No. 2-3, November-December 2003, pp. 236-264.
WWW Version. 0311
BibRef
Earlier:
Automated Scene Matching in Movies,
CIVR02(186-197).
HTML Version. 0208
Match shots that are images of the same 3-D location. Use temporal continuity to improve matching. BibRef

Schaffalitzky, F.[Frederik], Zisserman, A.[Andrew],
Viewpoint Invariant Texture Matching and Wide Baseline Stereo,
ICCV01(II: 636-643).
IEEE DOI Link 0106
Texture descriptor invariant to affine and illumination changes. To use for matching with large changes. Statistics over a region. BibRef

Bicego, M.[Manuele], Murino, V.[Vittorio], Figueiredo, M.A.T.[Mário A.T.],
Similarity-Based Classification of Sequences Using Hidden Markov Models,
PR(37), No. 12, December 2004, pp. 2281-2291.
WWW Version. 0409
See also Trajectory Classification Using Switched Dynamical Hidden Markov Models. BibRef

Nascimento, J.C.[Jacinto C.], Figueiredo, M.A.T., Marques, J.S.[Jorge S.],

Bicego, M.[Manuele], Murino, V.[Vittorio], Pelillo, M.[Marcello], Torsello, A.[Andrea],
Similarity-based pattern recognition,
PR(39), No. 10, October 2006, pp. 1813-1814.
WWW Version. 0606
BibRef

Bicego, M.[Manuele], Peckalska, E.[Elzbieta], Tax, D.M.J.[David M.J.], Duin, R.P.W.[Robert P.W.],
Component-Based Discriminative Classification for Hidden Markov Models,
PR(42), No. 11, November 2009, pp. 2637-2648.
Elsevier DOI Link
WWW Version. 0907
Hidden Markov models; Discriminative classification; Dimensionality reduction; Hybrid models; Generative embeddings BibRef

Carli, A.[Anna], Bicego, M.[Manuele], Baldo, S.[Sisto], Murino, V.[Vittorio],
Nonlinear Mappings for Generative Kernels on Latent Variable Models,
ICPR10(2134-2137).
IEEE DOI Link 1008
BibRef
Earlier:
Non-linear generative embeddings for kernels on latent variable models,
Subspace09(154-161).
IEEE DOI Link 0910
BibRef

Bicego, M.[Manuele], Cristani, M.[Marco], Murino, V.[Vittorio], Pekalska, E.[Elzbieta], Duin, R.P.W.[Robert P.W.],
Clustering-Based Construction of Hidden Markov Models for Generative Kernels,
EMMCVPR09(466-479).
Springer DOI Link 0908
BibRef

Sohn, B.S.[Bong-Soo], Bajaj, C.[Chandrajit], Siddavanahalli, V.[Vinay],
Volumetric video compression for interactive playback,
CVIU(96), No. 3, December 2004, pp. 435-452.
WWW Version. 0411
Compression for surfaces to support browsing. BibRef

Rasheed, Z., Sheikh, Y., Shah, M.,
On the Use of Computable Features for Film Classification,
CirSysVideo(15), No. 1, January 2005, pp. 52-64.
IEEE Abstract.
PDF Version. 0501
BibRef
And:
Semantic film preview classification using low-level computable features,
MDDE03(xx-yy). Classify into genres. BibRef

Zhai, Y.[Yun], Rasheed, Z.[Zeeshan], Shah, M.[Mubarak],
Semantic classification of movie scenes using finite state machines,
VISP(152), No. 6, December 2005, pp. 896-901.
WWW Version. 0512
BibRef
Earlier:
A Framework for Semantic Classification of Scenes Using Finite State Machines,
CIVR04(279-288).
WWW Version. 0505
BibRef
And:
Conversation detection in feature films using finite state machines,
ICPR04(IV: 458-461).
IEEE DOI Link 0409
BibRef

Rasheed, Z.[Zeeshan], and Shah, M.[Mubarak],
Detection and Representation of Scenes in Videos,
MultMed(7), No. 6, December 2005, pp. xx-yy.
PDF Version. BibRef 0512
Earlier:
Scene detection in Hollywood movies and TV shows,
CVPR03(II: 343-348).
IEEE Abstract. 0307
BibRef
And:
Video Categorization Using Semantics and Semiotics,
VideoMining03(Chapter 7). BibRef
And:
Movie genre classification by exploiting audio-visual features of previews,
ICPR02(II: 1086-1089).
IEEE DOI Link 0211
BibRef

Javed, O.[Omar], Rasheed, Z.[Zeeshan], Shah, M.[Mubarak],
A Framework for Segmentation of Talk and Game Shows,
ICCV01(II: 532-537).
IEEE DOI Link 0106
BibRef

Zhai, Y.[Yun], Shah, M.[Mubarak],
A Multi-level Framework for Video Shot Structuring,
ICIAR05(167-173).
Springer DOI Link 0509
BibRef
And:
A General Framework for Temporal Video Scene Segmentation,
ICCV05(II: 1111-1116).
IEEE DOI Link 0510
Group shots into scenes. BibRef

Kofler-Vogt, A.[Andrea], Kosch, H.[Harald], Heuer, J.[Joerg], Kaup, A.[André],
BeTrIS: An Index System for MPEG-7 Streams,
JASP(2006), No. Article ID 15482, 2006, pp. 1-11.
WWW Version. 0603
BibRef

Snoek, C.G.M.[Cees G.M.], Worring, M.[Marcel], Geusebroek, J.M., Koelma, D.C.[Dennis C.], Seinstra, F.J., Smeulders, A.W.M.[Arnold W.M.],
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing,
PAMI(28), No. 10, October 2006, pp. 1678-1689.
IEEE DOI Link 0609
Extract semantic paths through video. Content analysis. Style analysis. Context analysis. BibRef

Snoek, C.G.M., Huurnink, B., Hollink, L., de Rijke, M., Schreiber, G., Worring, M.,
Adding Semantics to Detectors for Video Retrieval,
MultMed(9), No. 5, August 2007, pp. 975-986.
IEEE DOI Link 0905
BibRef

Snoek, C.G.M.[Cees G. M.], Worring, M.[Marcel], Koelma, D.C.[Dennis C.], Smeulders, A.W.M.[Arnold W. M.],
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval,
MultMed(9), No. 2, February 2007, pp. 280-292.
IEEE DOI Link 0905
BibRef
Earlier:
Learned Lexicon-Driven Interactive Video Retrieval,
CIVR06(11-20).
Springer DOI Link 0607
BibRef

Worring, M.[Marcel], Snoek, C.G.M.[Cees G.M.],
Semantic indexing and retrieval of video,
ICPR08(1-1).
IEEE DOI Link 0812
BibRef

Wu, J.[Jun], Worring, M.[Marcel],
Genre-specific semantic video indexing,
CIVR10(266-273).
WWW Version. 1007
BibRef

Snoek, C.G.M.[Cees G.M.], Smeulders, A.W.M.[Arnold W.M.],
Visual-Concept Search Solved?,
Computer(43), No. 6, June 2010, pp. 76-78.
IEEE DOI Link 1007
Is it good enough that it can be considered solved? BibRef

van Gemert, J.C.[Jan C.], Snoek, C.G.M.[Cees G.M.], Veenman, C.J.[Cor J.], Smeulders, A.W.M.[Arnold W.M.], Geusebroek, J.M.[Jan-Mark],
Comparing compact codebooks for visual categorization,
CVIU(114), No. 4, April 2010, pp. 450-462.
Elsevier DOI Link
WWW Version. 1003
Concept categorization; Video retrieval evaluation; Efficient retrieval; Content analysis and indexing; Benchmarking BibRef

van Gemert, J.C.[Jan C.], Veenman, C.J.[Cor J.], Smeulders, A.W.M.[Arnold W.M.], Geusebroek, J.M.[Jan-Mark],
Visual Word Ambiguity,
PAMI(32), No. 7, July 2010, pp. 1271-1283.
IEEE DOI Link 1006
BibRef
Earlier: A1, A4, A2, A3:
Kernel Codebooks for Scene Categorization,
ECCV08(III: 696-709).
Springer DOI Link 0810
Image is a bag of discrete visual words. Discrete visual words assigned to continuous features is a problem. BibRef

van Gemert, J.C.[Jan C.], Geusebroek, J.M.[Jan-Mark], Veenman, C.J.[Cor J.], Snoek, C.G.M.[Cees G.M.], Smeulders, A.W.M.[Arnold W.M.],
Robust Scene Categorization by Learning Image Statistics in Context,
SLAM06(105).
IEEE DOI Link 0609
BibRef

Geusebroek, J.M., Hoang, M.A.[Minh Anh], van Gemert, J.C., Worring, M.,
Genre-based search through biomedical images,
ICPR02(I: 271-274).
IEEE DOI Link 0211
BibRef

Kumar, R.[Rakesh], Sawhney, H.S.[Harpreet S.], Hanna, K.J.[Keith J.],
Method and apparatus for enhancing and indexing video and audio signals,
US_Patent7,020,351, Mar 28, 2006
WWW Version. BibRef 0603

Ayache, S.[Stephane], Quenot, G.[Georges],
Evaluation of active learning strategies for video indexing,
SP:IC(22), No. 7-8, August-September 2007, pp. 692-704.
WWW Version. 0710
Active learning; Video indexing; Evaluation; Strategies BibRef

Bucak, S.S.[Serhat Selcuk], Gunsel, B.[Bilge],
Incremental subspace learning via non-negative matrix factorization,
PR(42), No. 5, May 2009, pp. 788-797.
Elsevier DOI Link
WWW Version. 0902
BibRef
Earlier:
Incremental clustering via nonnegative matrix factorization,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
Earlier:
Video Content Representation by Incremental Non-Negative Matrix Factorization,
ICIP07(II: 113-116).
IEEE DOI Link 0709
Incremental subspace learning; Non-negative matrix factorization; Statistical background modeling; Video content representation; Clustering BibRef

Shao, J.[Jie], Huang, Z.[Zi], Shen, H.T.[Heng Tao], Zhou, X.F.[Xiao-Fang], Lim, E.P.[Ee-Peng], Li, Y.J.[Yi-Jun],
Batch Nearest Neighbor Search for Video Retrieval,
MultMed(10), No. 3, April 2008, pp. 409-420.
IEEE DOI Link 0905
BibRef

Shao, J., Shen, H.T., Huang, Z., Zhou, X.F.[Xiao-Fang],
Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval,
MultMed(13), No. 1, 2011, pp. 71-81.
IEEE DOI Link 1102
BibRef

Zhang, S.L.[Shi-Le], Li, B.[Bin], Xue, X.Y.[Xiang-Yang],
Semi-automatic dynamic auxiliary-tag-aided image annotation,
PR(43), No. 2, February 2010, pp. 470-477,.
Elsevier DOI Link
WWW Version. 0910
Semi-automatic image annotation; Multi-label learning; Normalized mutual information; User feedback BibRef

Xue, X.Y.[Xiang-Yang], Zhang, W.[Wei], Zhang, J.[Jie], Wu, B.[Bin], Fan, J.P.[Jian-Ping], Lu, Y.[Yao],
Correlative multi-label multi-instance image annotation,
ICCV11(651-658).
IEEE DOI Link 1201
BibRef

Lu, H.[Hong], Zheng, Y.B.[Ying-Bin], Xue, X.Y.[Xiang-Yang], Zhang, Y.J.[Yue-Jie],
Content and context-based multi-label image annotation,
VCL-ViSU09(61-68).
IEEE DOI Link 0906
BibRef

Sun, Z.C.[Zi-Chen], Song, Y.Z.[Yuan-Zheng], Zheng, Y.B.[Ying-Bin], Yu, H.[Hui], Jin, C.[Cheng], Lu, H.[Hong], Xue, X.Y.[Xiang-Yang],
Fudan University: hierarchical video retrieval with adaptive multi-modal fusion,
CIVR08(549-550). 0807
BibRef

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Wei, Y.[Yong], Bhandarkar, S.M.[Suchendra M.], Li, K.[Kang],
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Zheng, W.J.[Wu-Jie], Li, J.M.[Jian-Min], Si, Z.Z.[Zhang-Zhang], Lin, F.Z.[Fu-Zong], Zhang, B.[Bo],
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Gammeter, S.[Stephan], Quack, T.[Till], Tingdahl, D.[David], Van Gool, L.J.[Luc J.],
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Gelgon, M., Bouthemy, P.,
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Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Video Database Indexing, Motion Analysis .