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@article{xli09,
	Author = {Xirong Li and Cees G. M. Snoek and Marcel Worring},
	Date-Added = {2011-02-02 17:11:48 +0100},
	Date-Modified = {2011-02-02 17:13:08 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Number = {7},
	Pages = {1310--1322},
	Title = {Learning Social Tag Relevance by Neighbor Voting},
	Volume = {11},
	Year = {2009}}

@article{dliu11,
	Author = {Dong Liu and Xian-Sheng Hua and Hong-Jiang Zhang},
	Date-Added = {2011-02-02 17:07:02 +0100},
	Date-Modified = {2011-02-02 17:10:53 +0100},
	Journal = {Multimedia Tools and Applications},
	Number = {2},
	Pages = {723--738},
	Title = {Content-based tag processing for Internet social images},
	Volume = {51},
	Year = {2011}}

@inproceedings{sirio10,
	Address = {Firenze, Italy},
	Author = {Bertini, Marco and D'Amico, Gianpaolo and Ferracani, Andrea and Meoni, Marco and Serra, Giuseppe},
	Booktitle = {Proc. of ACM International Conference on Multimedia (MM) - DEMO Session},
	Date-Added = {2011-01-31 10:57:52 +0100},
	Date-Modified = {2011-01-31 11:02:16 +0100},
	Month = {October},
	Title = {{S}irio, {O}rione and {P}an: an Integrated Web System for Ontology-based Video Search and Annotation},
	Year = {2010}}

@techreport{logocdk10,
	Author = {Sahbi, H. and Ballan, L. and Serra, G. and Del Bimbo, A.},
	Date-Added = {2011-01-27 17:09:03 +0100},
	Date-Modified = {2011-01-27 17:13:17 +0100},
	Institution = {TELECOM ParisTech},
	Month = {March},
	Number = {N.2010D009},
	Title = {Context Dependent Logo Matching and Retrieval},
	Year = {2010}}

@article{qtian11,
	Author = {Tian, Q. and Zhang, S. and Zhou, W. and Ji, R. and Ni, B. and Sebe, N.},
	Date-Added = {2011-01-27 16:29:47 +0100},
	Date-Modified = {2011-01-27 16:31:31 +0100},
	Journal = {Multimedia Tools and Applications},
	Number = {2},
	Pages = {441--477},
	Title = {Building descriptive and discriminative visual codebook for large-scale image applications},
	Volume = {51},
	Year = {2011}}

@article{vdsande11,
	Author = {van de Sande, K. E. A. and Gevers, Th. and Snoek, Cees G. M.},
	Date-Added = {2011-01-27 16:27:58 +0100},
	Date-Modified = {2011-01-27 16:29:31 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Number = {1},
	Pages = {60--70},
	Title = {Empowering visual categorization with the {GPU}},
	Volume = {13},
	Year = {2011}}

@phdthesis{ballan-phd11,
	Author = {Lamberto Ballan},
	Date-Added = {2011-01-25 15:48:35 +0100},
	Date-Modified = {2011-01-25 15:50:21 +0100},
	School = {University of Florence},
	Title = {Object and event recognition in multimedia archives using local visual features},
	Year = {2011}}

@article{smeulders00,
	Author = {Smeulders, A. W. M. and Worring, M. and Santini, S. and Gupta, A. and Jain, R.},
	Date-Added = {2011-01-25 14:17:49 +0100},
	Date-Modified = {2011-01-25 14:19:11 +0100},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {12},
	Pages = {1349--1380},
	Title = {Content-Based Image Retrieval at the End of the Early Years},
	Volume = {22},
	Year = {2000}}

@book{negroponte95,
	Author = {Nicholas Negroponte},
	Date-Added = {2011-01-25 11:37:58 +0100},
	Date-Modified = {2011-01-25 11:44:17 +0100},
	Publisher = {Knopf},
	Title = {Being digital},
	Year = {1995}}

@inproceedings{kanade00,
	Author = {Schneiderman, H. and Kanade, T.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2011-01-24 16:04:46 +0100},
	Date-Modified = {2011-01-24 16:05:57 +0100},
	Title = {A statistical method for {3D} object detection applied to faces and cars},
	Year = {2000}}

@article{ngo10,
	Author = {Yu-Gang Jiang and Jun Yang and Chong-Wah Ngo and Alexander G. Hauptmann},
	Date-Added = {2011-01-24 11:37:55 +0100},
	Date-Modified = {2011-01-24 11:39:00 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Number = {1},
	Pages = {42--53},
	Title = {Representations of Keypoint-Based Semantic Concept Detection: a Comprehensive Study},
	Volume = {12},
	Year = {2010}}

@techreport{roberts63,
	Author = {L. G. Roberts},
	Date-Added = {2011-01-24 11:30:33 +0100},
	Date-Modified = {2011-01-27 17:17:33 +0100},
	Institution = {Lincoln Laboratory},
	Number = {N.15},
	Title = {Machine perception of three-dimensional solids},
	Year = {1963}}

@article{lowe88,
	Author = {D. G. Lowe},
	Date-Added = {2011-01-24 11:26:02 +0100},
	Date-Modified = {2011-01-24 11:26:37 +0100},
	Journal = {International Journal of Computer Vision},
	Number = {1},
	Pages = {57--72},
	Title = {The viewpoint consistency constraint},
	Volume = {1},
	Year = {1988}}

@article{ballan-mtap11,
	Author = {Ballan, Lamberto and Bertini, Marco and Del Bimbo, Alberto and Seidenari, Lorenzo and Serra, Giuseppe},
	Journal = {Multimedia Tools and Applications},
	Month = {January},
	Note = {(Special Issue: Survey Papers in Multimedia by World Experts)},
	Number = {1},
	Pages = {279--302},
	Title = {Event Detection and Recognition for Semantic Annotation of Video},
	Volume = {51},
	Year = {2011}}

@article{panTIFS,
	Author = {Pan, X. and Lyu, S.},
	Date-Added = {2011-01-17 10:24:49 +0100},
	Date-Modified = {2011-01-17 10:26:53 +0100},
	Journal = {IEEE Transactions on Information Forensics and Security},
	Number = {4},
	Pages = {857--867},
	Title = {Region Duplication Detection Using Image Feature Matching},
	Volume = {5},
	Year = {2010}}

@inproceedings{Wu10,
	Author = {Lu, Wenjun and Varna, Avinash L. and Wu, Min},
	Booktitle = {Proc. of SPIE Media Forensics and Security},
	Date-Added = {2011-01-15 11:08:20 +0100},
	Date-Modified = {2011-01-15 11:08:20 +0100},
	Title = {Forensic hash for multimedia information},
	Year = {2010}}

@article{Wei10,
	Author = {Wei, Weimin and Wang, Shuozhong and Zhang, Xinpeng and Tang, Zhenjun},
	Date-Added = {2011-01-15 11:08:11 +0100},
	Date-Modified = {2011-01-15 11:08:11 +0100},
	Journal = {IEEE Transactions on Information Forensics and Security},
	Number = {3},
	Pages = {507--517},
	Title = {Estimation of Image Rotation Angle Using Interpolation-Related Spectral Signatures With Application to Blind Detection of Image Forgery},
	Volume = {5},
	Year = {2010}}

@inproceedings{redi11,
	Author = {Redi, Judith A. and Taktak, Wiem and Dugelay, Jean-Luc},
	Booktitle = {Multimedia Tools and Applications, S.I. on Survey Papers in Multimedia by World Experts},
	Date-Added = {2011-01-15 10:38:15 +0100},
	Date-Modified = {2011-01-15 10:38:15 +0100},
	Number = {1},
	Pages = {133--162},
	Title = {Digital image forensics: a booklet for beginners},
	Volume = {51},
	Year = {2011}}

@inproceedings{snoek06,
	Author = {Snoek, C. G. M. and Worring, M. and van Gemert, J. C. and Geusebroek, J.-M. and Smeulders, A. W. M.},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Date-Added = {2010-12-10 13:11:17 +0100},
	Date-Modified = {2011-01-19 18:24:27 +0100},
	Title = {The Challenge Problem for Automated Detection of 101 Semantic Concepts in Multimedia},
	Year = {2006}}

@inproceedings{dini_2007,
	Author = {Bagdanov, A. D. and Del Bimbo, A. and Dini, F. and Nunziati, W.},
	Booktitle = {Proc. of IEEE Int'l Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
	Date-Added = {2010-12-09 23:47:01 +0100},
	Date-Modified = {2010-12-12 15:10:58 +0100},
	Title = {Improving the robustness of particle filter-based visual trackers using online parameter adaptation},
	Year = {2007}}

@article{quinlan_1990,
	Author = {J. R. Quinlan},
	Date-Added = {2010-12-09 23:46:13 +0100},
	Date-Modified = {2010-12-09 23:46:13 +0100},
	Issn = {0885-6125},
	Journal = {Machine Learning},
	Number = {3},
	Pages = {239-266},
	Publisher = {Kluwer Academic Publishers},
	Title = {Learning Logical Definitions from Relations},
	Volume = {5},
	Year = {1990}}

@article{wei08,
	Author = {Wei, X.-Y. and Ngo, C.-W. and Jiang, Y.-G.},
	Date-Added = {2010-12-09 23:36:40 +0100},
	Date-Modified = {2010-12-09 23:37:17 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Number = {6},
	Pages = {1085--1096},
	Title = {Selection of Concept Detectors Using Ontology-Enriched Semantic Space},
	Volume = {10},
	Year = {2008}}

@inproceedings{SnoekICME07a,
	Abstract = { Until now, systematic studies on the effectiveness of concept detectors for video search have been carried out using less than 20 detectors, or in combination with other retrieval techniques. We investigate whether video search using just large concept detector lexicons is a viable alternative for present day approaches. We demonstrate that increasing the number of concept detectors in a lexicon yields improved video retrieval performance indeed. In addition, we show that combining concept detectors at query time has the potential to boost performance further. We obtain the experimental evidence on the automatic video search task of TRECVID 2005 using 363 machine learned concept detectors. },
	Address = {Beijing, China},
	Author = {Snoek, C. G. M. and Worring, M.},
	Booktitle = {Proc.~of IEEE Int'l Conference on Multimedia \& Expo},
	Date-Added = {2010-12-09 23:34:22 +0100},
	Date-Modified = {2011-01-19 18:22:49 +0100},
	Month = {July},
	Pages = {1966--1969},
	Pdf = {http://staff.science.uva.nl/~cgmsnoek/pub/snoek-concept-icme2007.pdf},
	Title = {Are Concept Detector Lexicons Effective for Video Search?},
	Year = {2007}}

@article{bertini09,
	Author = {Bertini,M. and Del Bimbo,A. and Serra,G. and Torniai,C. and Cucchiara,R. and Grana,C. and Vezzani,R.},
	Date-Added = {2010-12-09 23:26:55 +0100},
	Date-Modified = {2010-12-09 23:26:55 +0100},
	Journal = {IEEE MultiMedia},
	Month = {Apr/Jun},
	Number = {2},
	Pages = {42-51},
	Title = {Dynamic Pictorially Enriched Ontologies for Digital Video Libraries},
	Volume = {16},
	Year = {2009}}

@inproceedings{hauptmann08,
	Author = {Yang, J. and Hauptmann, A. G.},
	Booktitle = {Proc.~of ACM Int'l Conference on Image and Video Retrieval},
	Date-Added = {2010-12-09 23:24:10 +0100},
	Date-Modified = {2011-01-19 18:30:48 +0100},
	Title = {({Un})Reliability of Video Concept Detection},
	Year = {2008}}

@article{hauptmann07,
	Author = {Hauptmann, A. G. and Yan, R. and Lin, W.-H. and Christel, M. and Wactlar, H. D.},
	Date-Added = {2010-12-09 23:24:10 +0100},
	Date-Modified = {2011-01-19 18:31:35 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Month = {Aug},
	Number = {5},
	Pages = {958-966},
	Title = {Can High-Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study With Broadcast News},
	Volume = {9},
	Year = {2007}}

@article{viola04,
	Author = {Paul Viola and Michael J. Jones},
	Date-Added = {2010-12-09 23:23:10 +0100},
	Date-Modified = {2011-01-21 15:11:45 +0100},
	Journal = {International Journal of Computer Vision},
	Keywords = {face detection},
	Number = {2},
	Pages = {137--154},
	Title = {Robust Real-Time Face Detection},
	Volume = {57},
	Year = {2004}}

@article{klaser08,
	Author = {Kl\"aser, A. and Marsza{\l}ek, M. and Schmid, C.},
	Date-Added = {2010-12-09 23:02:15 +0100},
	Date-Modified = {2010-12-09 23:02:33 +0100},
	Journal = {Proc. of BMVC},
	Title = {A Spatio-Temporal Descriptor Based on {3D}-Gradients},
	Year = {2008}}

@article{cover65,
	Author = {Cover, T.M.},
	Date-Added = {2010-12-09 20:24:55 +0100},
	Date-Modified = {2010-12-09 20:24:55 +0100},
	Journal = {IEEE Transactions on Electronic Computers,},
	Month = {June},
	Number = {3},
	Pages = {326--334},
	Title = {Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition},
	Volume = {14},
	Year = {1965}}

@inproceedings{boser92,
	Author = {Boser, B. E. and Guyon, I. M. and Vapnik, V. N.},
	Booktitle = {Proc. of ACM Int'l Workshop on Computational Learning Theory},
	Date-Added = {2010-12-09 20:24:49 +0100},
	Date-Modified = {2010-12-09 20:24:49 +0100},
	Title = {A training algorithm for optimal margin classifiers},
	Year = {1992}}

@inproceedings{bahlmann02,
	Author = {Bahlmann, C. and Haasdonk, B. and Burkhardt, H.},
	Booktitle = {Proc. of Int'l Workshop on Frontiers in Handwriting Recognition},
	Date-Added = {2010-12-09 20:23:39 +0100},
	Date-Modified = {2010-12-09 20:23:39 +0100},
	Title = {On-Line Handwriting Recognition with Support Vector Machines - A Kernel Approach},
	Year = {2002}}

@book{berg84,
	Address = {Berlin, Germany},
	Author = {Berg, C. and Christensen, J. P. R. and Ressel, P.},
	Date-Added = {2010-12-09 20:23:20 +0100},
	Date-Modified = {2010-12-09 20:23:20 +0100},
	Publisher = {Springer},
	Title = {Harmonic Analysis on Semigroups},
	Year = {1984}}

@article{neuhaus_2006,
	Author = {Neuhaus,M. and Bunke,H.},
	Date-Added = {2010-12-09 20:22:08 +0100},
	Date-Modified = {2010-12-09 20:22:08 +0100},
	Journal = {Pattern Recognition},
	Month = {October},
	Number = {10},
	Pages = {1852-1863},
	Title = {Edit distance-based kernel functions for structural pattern classification},
	Volume = {39},
	Year = {2006}}

@inproceedings{moreno03,
	Author = {Moreno, P. J. and Ho, P. P. and Vasconcelos, N.},
	Booktitle = {Proc. of Int'l Conference on Neural Information Processing Systems (NIPS)},
	Date-Added = {2010-12-09 20:22:08 +0100},
	Date-Modified = {2010-12-09 20:22:08 +0100},
	Title = {A Kullback-Leibler divergence based kernel for SVM classification in multimedia applications},
	Year = {2003}}

@inproceedings{chen08,
	Author = {Chen, J. and Ye, J.},
	Booktitle = {Proc. of Int'l Conference on Machine Learning (ICML)},
	Date-Added = {2010-12-09 20:21:27 +0100},
	Date-Modified = {2010-12-09 20:21:27 +0100},
	Title = {Training SVM with indefinite kernels},
	Year = {2008}}

@article{Luss08,
	Author = {Luss, R. and D'Aspremont, A.},
	Date-Added = {2010-12-09 20:21:27 +0100},
	Date-Modified = {2010-12-09 20:21:27 +0100},
	Journal = {Proc. of Int'l Conference on Neural Information Processing Systems (NIPS)},
	Title = {Support Vector Machine Classification with Indefinite Kernels},
	Year = {2008}}

@article{haasdonk05,
	Author = {Haasdonk, B.},
	Date-Added = {2010-12-09 20:21:27 +0100},
	Date-Modified = {2010-12-09 20:21:27 +0100},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {4},
	Pages = {482--492},
	Title = {Feature Space Interpretation of SVMs with Indefinite Kernels},
	Volume = {27},
	Year = {2005}}

@book{Gill81,
	Address = {London, United Kingdom},
	Author = {Gill, P. E. and Murray, W and Wright, M. H.},
	Date-Added = {2010-12-09 20:21:27 +0100},
	Date-Modified = {2010-12-09 20:21:27 +0100},
	Publisher = {Academic Press.},
	Title = {Practical optimization},
	Year = {1981}}

@article{riedel08,
	Author = {Riedel, D. E. and Venkatesh, S. and Liu, W.},
	Date-Added = {2010-12-09 20:16:01 +0100},
	Date-Modified = {2010-12-09 20:16:01 +0100},
	Journal = {Pattern Recognition},
	Number = {11},
	Pages = {3481--3492},
	Title = {Recognising online spatial activities using a bioinformatics inspired sequence alignment approach},
	Volume = {41},
	Year = {2008},
	Bdsk-Url-1 = {http://dx.doi.org/10.1016/j.patcog.2008.04.019}}

@article{navarro01,
	Author = {Navarro,G.},
	Date-Added = {2010-12-09 20:15:45 +0100},
	Date-Modified = {2010-12-09 20:15:45 +0100},
	Journal = {ACM Computing Surveys},
	Number = {1},
	Pages = {31--88},
	Title = {A Guided Tour to Approximate String Matching},
	Volume = {33},
	Year = {2001}}

@inproceedings{fergus05,
	Author = {Fergus, R. and Perona, P. and Zisserman, A.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-12-09 20:15:40 +0100},
	Date-Modified = {2010-12-12 15:36:18 +0100},
	Title = {A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition},
	Year = {2005}}

@article{xiang08,
	Author = {Xiang, T. and Gong, S.},
	Date-Added = {2010-12-09 20:07:38 +0100},
	Date-Modified = {2010-12-09 20:07:38 +0100},
	Journal = {Computer Vision and Image Understanding},
	Pages = {59--73},
	Title = {Incremental and adaptive abnormal behaviour detectionq Incremental and adaptive abnormal behaviour detection},
	Volume = {111},
	Year = {2008}}

@inproceedings{eba06,
	Author = {Ebadollahi, S. and Xiem L. and Chang, S.-F. and Smith, J. R.},
	Booktitle = {Proc. of IEEE Int'l Conference on Multimedia and Expo (ICME)},
	Date-Added = {2010-12-09 20:07:38 +0100},
	Date-Modified = {2010-12-09 20:07:38 +0100},
	Title = {Visual event detection using multi-dimensional concept dynamics},
	Year = {2006}}

@inproceedings{serra08,
	Author = {Bertini, M. and Del Bimbo, A. and Serra, G.},
	Booktitle = {Proc. of Int'l Conference on Visual Information Systems (VISUAL)},
	Date-Added = {2010-12-09 20:04:03 +0100},
	Date-Modified = {2010-12-09 20:04:03 +0100},
	Title = {Learning rules for semantic video event annotation},
	Year = {2008}}

@inproceedings{naphade07,
	Author = {Haubold, A. and Naphade, M.},
	Booktitle = {Proc. of ACM Int'l Conference on Image and Video Retrieval (CIVR)},
	Date-Added = {2010-12-09 20:04:03 +0100},
	Date-Modified = {2010-12-09 20:04:03 +0100},
	Title = {Classification of video events using 4-dimensional time-compressed motion features},
	Year = {2007}}

@article{boiman07,
	Author = {Boiman, O. and Irani, M.},
	Date-Added = {2010-12-09 20:04:03 +0100},
	Date-Modified = {2010-12-09 20:04:03 +0100},
	Journal = {International Journal of Computer Vision},
	Number = {1},
	Pages = {17--31},
	Title = {Detecting irregularities in images and in video},
	Volume = {74},
	Year = {2007}}

@inproceedings{zhang05,
	Author = {Zhang, D. and Perez, D. G. and Bengio, S. and McCowan, I.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-12-09 20:04:03 +0100},
	Date-Modified = {2010-12-12 15:36:33 +0100},
	Title = {Semi-supervised adapted {HMM}s for unusual event detection},
	Year = {2005}}

@book{cristianini04,
	Address = {New York, NY, USA},
	Author = {Shawe-Taylor, J. and Cristianini, N.},
	Date-Added = {2010-12-09 20:04:03 +0100},
	Date-Modified = {2010-12-09 20:04:03 +0100},
	Publisher = {Cambridge University Press},
	Title = {Kernel Methods for Pattern Analysis},
	Year = {2004}}

@inproceedings{leslie03,
	Author = {Leslie, C. and Eskin, E. and Weston, J. and Noble, W. S.},
	Booktitle = {Proc. of Int'l Conference on Neural Information Processing Systems (NIPS)},
	Date-Added = {2010-12-09 20:00:27 +0100},
	Date-Modified = {2010-12-09 20:00:27 +0100},
	Title = {Mismatch string kernels for {SVM} protein classification},
	Year = {2003}}

@article{lodhi02,
	Author = {Lodhi, H. and Saunders, C. and Shawe-Taylor, J. and Cristianini, N. and Watkins, C.},
	Date-Added = {2010-12-09 20:00:27 +0100},
	Date-Modified = {2010-12-09 20:00:27 +0100},
	Journal = {Journal of Machine Learning Research},
	Title = {Text Classification using String Kernels},
	Year = {2002}}

@article{needleman70,
	Author = {Needleman, S. B. and Wunsch, C. D.},
	Date-Added = {2010-12-09 20:00:27 +0100},
	Date-Modified = {2010-12-09 20:00:27 +0100},
	Journal = {Journal of Molecular Biology},
	Number = {3},
	Pages = {443--453},
	Title = {A general method applicable to the search for similarities in the amino acid sequence of two proteins.},
	Volume = {48},
	Year = {1970}}

@techreport{sahbi09report2,
	Author = {Sahbi, H. and Audibert, J.-Y. and Keriven, R.},
	Date-Added = {2010-12-02 12:36:55 +0100},
	Date-Modified = {2011-01-27 17:13:24 +0100},
	Institution = {TELECOM ParisTech},
	Journal = {technical report N 2009D002},
	Month = {January},
	Number = {N.2009D002},
	Title = {Incorporating Context and Geometry in Kernel Design},
	Year = {2009}}

@inproceedings{ryu,
	Author = {Ryu, Seung-Jin and Lee, Min-Jeong and Lee, Heung-Kyu},
	Booktitle = {International Workshop on Information Hiding},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Location = {Calgary, Alberta, Candada},
	Title = {Detection of Copy-Rotate-Move Forgery using Zernike Moments},
	Year = {2010}}

@inproceedings{christlein,
	Author = {Christlein, Vincent and Riess, Christian and Angelopoulou, Elli},
	Booktitle = {Information Security Solutions Europe},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Location = {Berlin, Germany},
	Title = {A Study on Features for the Detection of Copy-Move Forgeries},
	Year = {2010}}

@inproceedings{battiato09,
	Author = {Battiato, S. and Messina, G.},
	Booktitle = {Proc. of ACM Workshop on Multimedia in Forensics, Security and Intelligence (MiFor)},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Title = {Digital Forgery Estimation into DCT Domain - A Critical Analysis},
	Year = {2009}}

@incollection{chapter,
	Author = {Caldelli, R. and Amerini, I. and Picchioni, F. and De Rosa, A. and Uccheddu, F.},
	Booktitle = {Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions},
	Chapter = {6},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Editor = {Chang-Tsun Li},
	Publisher = {IGI Global},
	Title = {Multimedia forensic techniques for acquisition device identification and digital image authentication},
	Year = {2009}}

@inproceedings{fm,
	Address = {Washington, DC, USA},
	Author = {Bayram, S. and Sencar, H. T. and Memon, N.},
	Booktitle = {Proc. of IEEE Int'l Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-09 21:02:00 +0100},
	Doi = {http://dx.doi.org/10.1109/ICASSP.2009.4959768},
	Title = {An efficient and robust method for detecting copy-move forgery},
	Year = {2009},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/ICASSP.2009.4959768}}

@article{lin_fast,
	Address = {Stevens Point, Wisconsin, USA},
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
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	Volume = {5},
	Year = {2009}}

@inproceedings{bravo,
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-02 16:27:15 +0100},
	Location = {Glasgow, Scotland},
	Title = {Passive Method for Detecting Duplicated Regions Affected by Reflection, Rotation and Scaling},
	Year = {2009}}

@inproceedings{huang08,
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	Booktitle = {Proc. of IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
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	Year = {2008}}

@inproceedings{shuai08,
	Author = {Shuai, X. and Zhang, C. and Hao, P.},
	Booktitle = {Proc. of ICPR},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Title = {Fingerprint Indexing Based on Composite Set of Reduced SIFT Features},
	Year = {2008}}

@article{fridrich,
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Journal = {IEEE Transactions on Information Forensics and Security},
	Number = {1},
	Pages = {74--90},
	Title = {Determining Image Origin and Integrity Using Sensor Noise},
	Volume = {3},
	Year = {2008}}

@article{swam,
	Author = {A. Swaminathan and M. Wu and K.J.R. Liu},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
	Journal = {IEEE Transactions on Information Forensics and Security},
	Number = {1},
	Pages = {101-117},
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	Volume = {3},
	Year = {2008}}

@inproceedings{delp2,
	Address = {Las Vegas, USA},
	Author = {N. Khanna and G. T.-C. Chiu and J. P. Allebach and E. J. Delp},
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	Date-Modified = {2010-12-02 16:31:59 +0100},
	Title = {Forensic techniques for classifying scanner, computer generated and digital camera images},
	Year = {2008}}

@inproceedings{cmsurvey,
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-09 21:01:37 +0100},
	Title = {A Survey of Copy-Move Forgery Detection Techniques},
	Year = {2008}}

@article{saic,
	Author = {Mahdian, B. and Saic, S.},
	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
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	Number = {2-3},
	Pages = {180--189},
	Title = {Detection of copy-move forgery using a method based on blur moment invariants},
	Volume = {171},
	Year = {2007}}

@inproceedings{sun,
	Address = {Beijing, China},
	Author = {Li, G. and Wu, Q. and Tu, D. and Sun, S. J.},
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-02 16:35:47 +0100},
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	Year = {2007}}

@inproceedings{su07,
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	Date-Added = {2010-12-01 20:48:21 +0100},
	Date-Modified = {2010-12-01 20:48:21 +0100},
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	Year = {2007}}

@inproceedings{caldelli,
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	Date-Modified = {2010-12-01 20:48:21 +0100},
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	Year = {2007}}

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	Year = {2007}}

@inproceedings{delp1,
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	Date-Added = {2010-12-01 20:48:21 +0100},
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	Date-Added = {2010-12-01 20:48:21 +0100},
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	Date-Added = {2010-12-01 20:46:25 +0100},
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@techreport{pca,
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	Date-Added = {2010-12-01 20:43:15 +0100},
	Date-Modified = {2010-12-01 20:43:15 +0100},
	Institution = {Dartmouth College, Computer Science},
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	Year = {2003}}

@book{Hartley2004,
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	Year = {2004}}

@book{tibshirani03,
	Author = {Hastie, T. and Tibshirani, R. and Friedman, J. H.},
	Date-Added = {2010-12-01 20:34:56 +0100},
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	Date-Added = {2010-12-01 18:58:46 +0100},
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	Year = {2010}}

@inproceedings{ameriniICASSP,
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	Author = {Amerini, Irene and Ballan, Lamberto and Caldelli, Roberto and Del Bimbo, Alberto and Serra, Giuseppe},
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	Date-Added = {2010-12-01 18:58:46 +0100},
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	Title = {Geometric tampering estimation by means of a SIFT-based forensic analysis},
	Year = {2010}}

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	Date-Added = {2010-12-01 18:57:55 +0100},
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	Year = {2010}}

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	Date-Added = {2010-12-01 18:20:59 +0100},
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	Date-Added = {2010-12-01 18:20:59 +0100},
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	Title = {Photo fakery and forensics},
	Volume = {77},
	Year = {2009}}

@article{Lyu05,
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	Date-Added = {2010-12-01 18:20:59 +0100},
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	Pages = {845-850},
	Title = {How realistic is photorealistic?},
	Volume = {53},
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@book{BarniBook04,
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	Year = {2004}}

@book{cox,
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	Author = {Cox, I. J. and Miller, M. L. and Bloom, J. A.},
	Date-Added = {2010-12-01 18:20:59 +0100},
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	Year = {2009}}

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	Date-Added = {2010-12-01 15:02:33 +0100},
	Date-Modified = {2010-12-01 15:02:33 +0100},
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	Keywords = {trademarks, sport},
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@inproceedings{jing08,
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	Address = {Minneapolis, MN, USA},
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@inproceedings{ballan07,
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	Author = {Bagdanov, A. D. and Ballan, L. and Bertini, M. and Del Bimbo, A.},
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	Date-Added = {2010-12-01 14:56:05 +0100},
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	Title = {Trademark matching and retrieval in sports video databases},
	Year = 2007}

@inproceedings{sahbietal2008cvpr,
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	Year = {2008}}

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	Volume = {40},
	Year = {2008}}

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@inproceedings{Pelisson2003,
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@inproceedings{Aldershoff2004,
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@article{kokaram06,
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@inproceedings{Caracciolo:2006,
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	Date-Modified = {2010-12-01 11:41:26 +0100},
	Title = {Generating and Retrieving Text Segments for Focused Access to Scientific Documents},
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@inproceedings{Hollander2003,
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	Date-Added = {2010-12-01 11:41:11 +0100},
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@inproceedings{Kienast2005,
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	Date-Modified = {2010-12-01 11:47:29 +0100},
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@inproceedings{Hollander2004,
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	Author = {Den Hollander, R. J. M. and Hanjalic, A.},
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	Date-Added = {2010-12-01 11:39:58 +0100},
	Date-Modified = {2010-12-02 16:30:00 +0100},
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@inproceedings{Kovar2002,
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	Author = {Kovar, B. and Hanjalic, A.},
	Booktitle = {Proc. of SPIE Electronic Imaging},
	Date-Added = {2010-12-01 11:39:58 +0100},
	Date-Modified = {2010-12-02 16:37:15 +0100},
	Title = {Logo Appearance Statistics in a Sport Video: Video Indexing for Sponsorship Revenue Control},
	Year = 2002}

@article{Belongie2002,
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	Date-Added = {2010-12-01 11:39:58 +0100},
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@article{ballan-mtap10,
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	Date-Added = {2010-09-04 19:00:49 +0200},
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@article{ballan-mmul10,
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	Keywords = {Semantic annotation, Highlights detection, Sports videos, Visual cues},
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@inproceedings{bertini_2007,
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	Date-Added = {2010-09-04 19:00:49 +0200},
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	Year = {2007}}

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	Year = {2007}}

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	Author = {Dasiopoulou,S. and Saathoff,C. and Mylonas,P. and Avrithis,Y. and Kompatsiaris,Y. and Staab,S. and Strintzis,M.G.},
	Chapter = {Introducing Context and Reasoning in Visual Content Analysis: An Ontology-Based Framework},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Editor = {Kompatsiaris,Y. and Hobson,P.},
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	Booktitle = {Proc. of Int'l Conference on Web Intelligence},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Keywords = {ontology},
	Title = {Towards a Media Interpretation Framework for the Semantic Web},
	Year = {2007}}

@inproceedings{fathi08,
	Author = {Alireza Fathi and Greg Mori},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:34:40 +0100},
	Title = {Action Recognition by Learning Mid-level Motion Features},
	Year = {2008}}

@inbook{fellbaum-1998,
	Author = {C. Fellbaum},
	Chapter = {A semantic network of English verbs},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Publisher = {MIT Press},
	Title = {WordNet: An Electronic Lexical Database},
	Year = {1998}}

@inproceedings{fergus03,
	Author = {Fergus, R. and Perona, P. and Zisserman, A.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:36:59 +0100},
	Title = {Object Class Recognition by Unsupervised Scale-Invariant Learning},
	Year = {2003}}

@article{VERL_2005,
	Author = {Francois, A. R. J. and Nevatia, R. and Hobbs, J. and Bolles, R. C. and Smith, J. R.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:29:24 +0100},
	Journal = {IEEE MultiMedia},
	Keywords = {ontology},
	Month = {Oct-Dec.},
	Number = {4},
	Pages = {76--86},
	Title = {{VERL}: an ontology framework for representing and annotating video events},
	Volume = {12},
	Year = {2005}}

@inproceedings{garcia2005,
	Author = {Garcia,R. and Celma,O.},
	Booktitle = {Proc. of the Knowledge Markup and Semantic Annotation Workshop},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Title = {Semantic Integration and Retrieval of Multimedia Metadata},
	Year = {2005}}

@inproceedings{gemert08,
	Author = {Jan C. van Gemert and Jan-Mark Geusebroek and Cor J. Veenman and Arnold W.M. Smeulders},
	Booktitle = {Proc. of European Conference on Computer Vision (ECCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:37:17 +0200},
	Title = {Kernel Codebooks for Scene Categorization},
	Year = {2008}}

@article{gemert10,
	Author = {van Gemert, J. C. and Snoek, Cees G. M. and Veenman, Cor J. and Smeulders, Arnold W. M. and Geusebroek, Jan-Mark},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:28:13 +0200},
	Journal = {Computer Vision and Image Understanding},
	Number = {4},
	Pages = {450-462},
	Title = {Comparing Compact Codebooks for Visual Categorization},
	Volume = {114},
	Year = {2010}}

@article{gemert10a,
	Author = {van Gemert, J. C. and Veenman, Cor J. and Smeulders, Arnold W. M. and Geusebroek, Jan-Mark},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Doi = {doi.ieeecomputersociety.org/10.1109/TPAMI.2009.132},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {7},
	Pages = {1271-1283},
	Title = {Visual Word Ambiguity},
	Volume = {32},
	Year = {2010},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/TPAMI.2009.132}}

@inproceedings{georgescu01,
	Author = {Bogdan Georgescu and Ilan Shimshoni and Peter Meer},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:31 +0200},
	Title = {Mean Shift Based Clustering in High Dimensions: A Texture Classification Example},
	Year = {2001}}

@inproceedings{Georis04,
	Author = {Georis, B. and Mazi{\`e}re, M. and Br{\'e}mond, F. and Thonnat, M.},
	Booktitle = {Proc. of Intelligent Distributed Surveillance Systems Workshop},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 20:03:32 +0200},
	Title = {A Video Interpretation Platform Applied to Bank Agency Monitoring},
	Year = {2004}}

@article{gorelick07,
	Author = {Gorelick, L. and Blank, M. and Schechtman, E. and Irani, M. and Basri, R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {12},
	Pages = {2247--2253},
	Title = {Actions as Space-Time Shapes},
	Volume = {29},
	Year = {2007}}

@article{Gruber95,
	Author = {Gruber,T.R.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:26:15 +0200},
	Journal = {International Journal of Human-Computer Studies},
	Keywords = {ontology},
	Number = {5-6},
	Pages = {907-928},
	Title = {Principles for the Design of Ontologies Used for Knowledge Sharing},
	Volume = {43},
	Year = {1995}}

@inproceedings{hakem04,
	Author = {Hakeem, Asaad and Shah, Mubarak},
	Booktitle = {Proc. of Int'l Conference on Pattern Recognition (ICPR)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:21:44 +0200},
	Title = {Ontology and Taxonomy Collaborated Framework for Meeting Classification},
	Year = {2004}}

@article{harte-2009,
	Address = {New York, NY, United States},
	Author = {Harte, Naomi and Lennon, Daire and Kokaram, Anil},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2010-09-09 17:18:42 +0200},
	Issn = {1687-5176},
	Journal = {EURASIP Journal on Image and Video Processing},
	Pages = {1--13},
	Publisher = {Hindawi Publishing Corp.},
	Title = {On parsing visual sequences with the hidden {Markov} model},
	Volume = {2009},
	Year = {2009},
	Bdsk-Url-1 = {http://dx.doi.org/10.1155/2009/924287}}

@inproceedings{haubold-2007,
	Author = {A Haubold and M Naphade},
	Booktitle = {Proc. of ACM International Conference on Image and Video Retrieval (CIVR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:36:40 +0200},
	Pages = {178-185},
	Title = {Classification of video events using 4-dimensional time-compressed motion features},
	Year = {2007}}

@inproceedings{Hauptmann_2007,
	Author = {Hauptmann, A. G. and Chen, M.-Y.and Christel, M. and Lin, W.-H. and Yang, J.},
	Booktitle = {Proc. of IEEE Int'l Conference on Semantic Computing},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:32:09 +0100},
	Keywords = {news},
	Title = {A Hybrid Approach to Improving Semantic Extraction of News Video},
	Year = {2007}}

@article{hinton06,
	Author = {Hinton, E. G. and Osindero, S. and Teh, Y.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {Neural Computation},
	Number = {7},
	Pages = {1527--1554},
	Title = {A fast learning algorithm for deep belief nets},
	Volume = {18},
	Year = {2006}}

@article{hinton06a,
	Author = {Hinton, E. G. and Salakhutdinov, R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {Science},
	Number = {5786},
	Title = {Reducing the dimensionality of data with neural networks},
	Volume = {313},
	Year = {2006}}

@inproceedings{hollink2005,
	Author = {L. Hollink and S. Little and J. Hunter},
	Booktitle = {Proc. of Int'l Conference on Knowledge Capture},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-08 12:34:18 +0200},
	Title = {Evaluating the application of semantic inferencing rules to image annotation},
	Year = {2005},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/1088622.1088639}}

@inproceedings{horster08,
	Author = {Horster, Eva and Lienhart, Rainer},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:32:36 +0200},
	Pages = {643--646},
	Title = {Deep networks for image retrieval on large-scale databases},
	Year = {2008}}

@article{ikizler09,
	Author = {Nazli Ikizler and Pinar Duygulu},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {Image and Vision Computing},
	Number = {10},
	Pages = {1515--1526},
	Title = {Histogram of Oriented Rectangles: A New Pose descriptor for Human Action Recognition},
	Volume = {27},
	Year = {2009}}

@inproceedings{itti-2005,
	Author = {Itti,L. and Baldi,P.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:36:24 +0100},
	Title = {A principled approach to detecting surprising events in video},
	Year = {2005}}

@article{jegou10,
	Author = {J\'egou,H. and Douze,M. and Schmid, C.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {3},
	Pages = {191--212},
	Title = {Improving bag-of-features for large scale image search},
	Volume = {87},
	Year = {2010}}

@article{jiang10,
	Author = {Yu-Gang Jiang and Jun Yang and Chong-Wah Ngo and Alexander G. Hauptmann},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {IEEE Transactions on Multimedia},
	Number = {1},
	Pages = {42--53},
	Title = {Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study},
	Volume = {12},
	Year = {2010}}

@inproceedings{jurie05,
	Author = {Frederic Jurie and Bill Triggs},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:52 +0200},
	Title = {Creating Efficient Codebooks for Visual Recognition},
	Year = {2005}}

@article{kadir01,
	Address = {Hingham, MA, USA},
	Author = {Kadir, Timor and Brady, Michael},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 17:14:13 +0200},
	Issn = {0920-5691},
	Journal = {International Journal of Computer Vision},
	Number = {2},
	Pages = {83--105},
	Publisher = {Kluwer Academic Publishers},
	Title = {Saliency, Scale and Image Description},
	Volume = {45},
	Year = {2001},
	Bdsk-Url-1 = {http://dx.doi.org/10.1023/A:1012460413855}}

@inproceedings{ke04,
	Author = {Ke,Y. and Sukthankar,R.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:36:39 +0100},
	Title = {{PCA-SIFT}: A More Distinctive Representation for Local Image Descriptors.},
	Year = {2004}}

@inproceedings{ke05,
	Author = {Ke, Y. and Sukthankar, R. and Hebert, M.},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:31:10 +0200},
	Title = {Efficient visual event detection using volumetric features},
	Year = {2005}}

@techreport{kennedy2006,
	Author = {L. Kennedy},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2011-01-27 17:13:52 +0100},
	Institution = {Columbia University},
	Keywords = {LSCOM, TRECVid},
	Number = {N.221-2006-7},
	Title = {Revision of {LSCOM} Event/Activity Annotations, {DTO} Challenge Workshop on Large Scale Concept Ontology for Multimedia},
	Type = {ADVENT Technical Report},
	Year = {2006}}

@inproceedings{kienzle07,
	Abstract = {Interest point detection in still images is a well-studied topic in
	computer vision. In the spatiotemporal domain, however, it is still
	unclear which features indicate useful interest points. In this paper
	we approach the problem by emph{learning} a detector from examples:
	we record eye movements of human subjects watching video sequences
	and train a neural network to predict which locations are likely
	to become eye movement targets. We show that our detector outperforms
	current spatiotemporal interest point architectures on a standard
	classification dataset.},
	Author = {Kienzle, W. and Scholkopf,B. and Wichmann,F. and Franz,M. O.},
	Booktitle = {Proc. of $29^{th}$ Annual Symposium of the German Association for Pattern Recognition},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 17:15:15 +0200},
	Month = {09},
	Publisher = {Springer},
	Title = {How to Find Interesting Locations in Video: A Spatiotemporal Interest Point Detector Learned from Human Eye movements},
	Year = {2007},
	Bdsk-Url-1 = {http://klimt.iwr.uni-heidelberg.de/dagm2007/index.php3}}

@inproceedings{grauman_2009,
	Author = {Kim,J. and Grauman,K.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-05-04 18:16:53 +0200},
	Date-Modified = {2010-12-12 15:33:53 +0100},
	Title = {Observe Locally, Infer Globally: a Space-Time {MRF} for Detecting Abnormal Activities with Incremental Updates},
	Year = {2009}}

@article{ko-2008,
	Address = {Los Alamitos, CA, USA},
	Author = {Teddy Ko},
	Date-Added = {2010-09-06 10:26:12 +0200},
	Date-Modified = {2010-09-09 16:08:46 +0200},
	Isbn = {978-1-4244-3125-0},
	Journal = {Applied Image Pattern Recognition Workshop,},
	Pages = {1-8},
	Publisher = {IEEE Computer Society},
	Title = {A survey on behavior analysis in video surveillance for homeland security applications},
	Year = {2008},
	Bdsk-Url-1 = {http://doi.ieeecomputersociety.org/10.1109/AIPR.2008.4906450}}

@book{kompatsiaris08,
	Author = {Kompatsiaris, Yiannis and Hobson, Paola},
	Date-Added = {2010-09-06 16:40:31 +0200},
	Date-Modified = {2010-09-06 16:40:31 +0200},
	Publisher = {Springer},
	Title = {Semantic Multimedia and Ontologies: Theory and Applications},
	Year = {2008}}

@article{Smeaton2007,
	Author = {Koskela, M. and Smeaton, A. F. and Laaksonen, J.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Journal = {IEEE Transactions on Multimedia},
	Month = {August},
	Number = {5},
	Pages = {912--922},
	Title = {Measuring Concept Similarities in Multimedia Ontologies: Analysis and Evaluation},
	Volume = {9},
	Year = {2007}}

@inproceedings{kovashka10,
	Author = {Kovashka, A. and Grauman,K.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:32:59 +0100},
	Title = {Learning a hierarchy of discriminative space-time neighborhood features for human action recognition},
	Year = {2010}}

@article{kowalski86,
	Author = {Kowalski, R and Sergot, M},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Journal = {New Generation Computing},
	Number = {1},
	Pages = {67--95},
	Title = {A logic-based calculus of events},
	Volume = {4},
	Year = {1986}}

@article{laptev05,
	Author = {Ivan Laptev},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {2-3},
	Pages = {107-123},
	Title = {On Space-Time Interest Points},
	Volume = {64},
	Year = {2005}}

@inproceedings{laptev03,
	Author = {Ivan Laptev and Tony Lindeberg},
	Booktitle = {Proc. of Int'l Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 17:17:27 +0200},
	Title = {Space-time Interest Points},
	Year = {2003}}

@inproceedings{laptev08,
	Author = {Ivan Laptev and Marcin Marszalek and Cordelia Schmid and Benjamin Rozenfeld},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:34:29 +0100},
	Title = {Learning realistic human actions from movies},
	Year = {2008}}

@inproceedings{laptev07,
	Author = {Ivan Laptev and Patrick Perez},
	Booktitle = {Proc. of Int'l Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 16:50:38 +0200},
	Title = {Retrieving actions in movies},
	Year = {2007}}

@inproceedings{lavee-2007,
	Author = {G Lavee and A Borzin and E Rivlin and M Rudzsky},
	Booktitle = {Proc. of International Symposium on Visual Computing (ISVC)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 16:52:23 +0200},
	Pages = {442-451},
	Publisher = {Springer Verlag},
	Series = {LNCS},
	Title = {Building {Petri} Nets from Video Event Ontologies},
	Volume = {4841},
	Year = {2007}}

@article{lavee-2009,
	Author = {Lavee,G. and Rivlin,E. and Rudzsky,M.},
	Date-Added = {2010-09-05 18:17:51 +0200},
	Date-Modified = {2010-09-09 16:05:32 +0200},
	Journal = {IEEE Transactions on Systems, Man, and Cybernetics},
	Month = {Jun},
	Number = {5},
	Pages = {489-504},
	Title = {Understanding Video Events: A Survey of Methods for Automatic Interpretation of Semantic Occurrences in Video},
	Volume = {39},
	Year = {2009}}

@inproceedings{lazebnik06,
	Author = {Lazebnik, S. and Schmid, C. and Ponce, J.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:35:55 +0100},
	Title = {Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories},
	Year = {2006}}

@inproceedings{jain2007,
	Author = {Leslie, L. and Chua, T-S and Jain, Ramesh},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:34:37 +0100},
	Title = {Annotation of Paintings with High-level Semantic Concepts using Transductive Inference and Ontology-based Concept Disambiguation},
	Year = {2007}}

@inproceedings{lin09,
	Author = {Lin, Z. and Jiang,Z. and Davis, L. S.},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:26 +0200},
	Title = {Recognizing Actions by Shape-Motion Prototype Trees},
	Year = {2009}}

@inproceedings{liu08,
	Author = {Liu, J. and Ali, S. and Shah, M.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:35:05 +0100},
	Title = {Recognizing human actions using multiple features},
	Year = {2008}}

@inproceedings{liu09,
	Author = {Liu, J. and Luo, J. and Shah, M.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:33:40 +0100},
	Title = {Recognizing Realistic Actions from Videos ``in the Wild''},
	Year = {2009}}

@inproceedings{liu08a,
	Author = {Jingen Liu and Mubarak Shah},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:34:24 +0100},
	Title = {Learning human actions via information maximization},
	Year = {2008}}

@article{mschen08,
	Author = {Ken-Hao Liu and Ming-Fang Weng and Chi-Yao Tseng and Yung-Yu Chuang and Ming-Syan Chen},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 20:05:09 +0200},
	Doi = {10.1109/TMM.2007.911826},
	Issn = {1520-9210},
	Journal = {IEEE Transactions on Multimedia},
	Keywords = {computational linguistics, content-based retrieval, data mining, filtering theory, image classification, video retrievalassociation rule mining, automatic semantic concept detection, content-based video retrieval, knowledge discovery, pattern classification, post-filtering framework, temporal rule mining},
	Number = {2},
	Pages = {240-251},
	Title = {Association and Temporal Rule Mining for Post-Filtering of Semantic Concept Detection in Video},
	Volume = {10},
	Year = {Feb. 2008},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/TMM.2007.911826}}

@article{lowe04,
	Author = {Lowe, David G.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {2},
	Pages = {91--110},
	Title = {Distinctive Image Features from Scale-Invariant Keypoints},
	Volume = {60},
	Year = {2004}}

@inproceedings{lucas81,
	Author = {Lucas, B. D. and Kanade, T.},
	Booktitle = {Proc. of Image Understanding Workshop},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:39:00 +0200},
	Title = {An Iterative Image Registration Technique with an Application to Stereo Vision},
	Year = {1981}}

@inproceedings{luo_2003,
	Author = {Luo,M. and Ma, Y.-F. and Zhang,H.-J.},
	Booktitle = {Proc. of ICICS-PCM},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2010-09-08 12:39:21 +0200},
	Title = {Pyramidwise Structuring for Soccer Highlight Extraction},
	Year = {2003}}

@inproceedings{mahadevan10,
	Author = {Mahadevan, V. and Li, W. and Bhalodia, V. and Vasconcelos, N.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Modified = {2010-12-12 15:33:05 +0100},
	Title = {Anomaly Detection in Crowded Scenes},
	Year = {2010}}

@article{maillot_2008,
	Author = {Maillot,N. and Thonnat,M.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-08 12:28:47 +0200},
	Journal = {Image and Vision Computing},
	Keywords = {ontology},
	Number = {1},
	Pages = {102-113},
	Title = {Ontology based complex object recognition},
	Volume = {26},
	Year = {2008}}

@inproceedings{marszalek09,
	Author = {Marszalek, M. and Laptev, I. and Schmid, C.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:33:47 +0100},
	Title = {Actions in context},
	Year = {2009}}

@article{medioni-2001,
	Author = {Medioni,G. and Cohen,I. and Br\'emond,F. and Hongeng,S. and Nevatia,R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:27:31 +0200},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Month = {Aug},
	Number = {8},
	Pages = {873-889},
	Title = {Event detection and analysis from video streams},
	Volume = {23},
	Year = {2001}}

@inproceedings{mikolajczyk05,
	Author = {Mikolajczyk, K. and Leibe,B. and Schiele,B.},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:33 +0200},
	Title = {Local Features for Object Class Recognition},
	Year = {2005}}

@article{mikolaj04,
	Author = {Mikolajczyk, K. and Schmid, C.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-01 20:35:34 +0100},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {10},
	Pages = {1615--1630},
	Title = {A Performance Evaluation of Local Descriptors},
	Volume = {27},
	Year = {2005}}

@article{mikolaj05,
	Author = {Mikolajczyk, K. and Tuytelaars, T. and Schmid, C. and Zisserman, A. and Matas, J. and Schaffalitzky, F. and Kadir, T. and Van Gool, L.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-01 20:37:26 +0100},
	Journal = {International Journal of Computer Vision},
	Number = {1/2},
	Pages = {43--72},
	Title = {A comparison of affine region detectors},
	Volume = {65},
	Year = {2005}}

@inproceedings{mikolajczyk08,
	Author = {Mikolajczyk, K. and Uemura, H.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:34:33 +0100},
	Title = {Action Recognition with Motion-Appearance Vocabulary Forest},
	Year = {2008}}

@inproceedings{miller05,
	Author = {Miller, John A. and Baramidze, Gregory},
	Booktitle = {Proc. of the Winter Simulation Conference (WSC)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:21:20 +0200},
	Month = {December},
	Title = {Simulation and the semantic web},
	Year = {2005}}

@article{moeslund06,
	Author = {Moeslund, T.B. and Hilton, A. and Kr{\"u}ger, V.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:28:15 +0200},
	Journal = {Computer Vision and Image Understanding},
	Number = {2-3},
	Pages = {90--126},
	Title = {{A survey of advances in vision-based human motion capture and analysis}},
	Volume = {104},
	Year = {2006}}

@article{lscom_2006,
	Author = {Naphade, M. and Smith, J. R. and Tesic, J. and Chang, S.-F. and Kennedy, L. and Hauptmann, A. G. and Curtis, J.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:32:34 +0100},
	Journal = {IEEE MultiMedia},
	Keywords = {LSCOM, TRECVid},
	Month = {July-Sept.},
	Number = {3},
	Pages = {86--91},
	Title = {Large-scale concept ontology for multimedia},
	Volume = {13},
	Year = {2006}}

@incollection{neumann_2006,
	Author = {Neumann,B. and Moeller,R.},
	Booktitle = {Cognitive Vision Systems: Sampling the Spectrum of Approaches},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:07:36 +0200},
	Keywords = {ontology},
	Pages = {247-278},
	Publisher = {Springer},
	Series = {Lecture Notes in Computer Science},
	Title = {On Scene Interpretation with Description Logics},
	Volume = {3948},
	Year = {2006}}

@inproceedings{nevatia04,
	Author = {Nevatia, Ram and Hobbs, Jerry and Bolles, Bob},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-12-12 15:36:44 +0100},
	Title = {An Ontology for Video Event Representation},
	Year = {2004}}

@inproceedings{niebles07,
	Author = {Niebles, J. C. and Fei-Fei, L.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2011-01-19 18:35:54 +0100},
	Title = {A hierarchical model of shape and appearance for human action classification.},
	Year = {2007}}

@article{niebles08,
	Author = {Juan Carlos Niebles and Wang, H. and Fei-Fei, L.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {3},
	Pages = {299--318},
	Title = {Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words},
	Volume = {79},
	Year = {2008}}

@inproceedings{niebles06,
	Author = {Juan Carlos Niebles and Hongcheng Wang and Li Fei-Fei},
	Booktitle = {Proc. of British Machine Vision Conference (BMVC)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:58:51 +0200},
	Title = {Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words},
	Year = {2006}}

@inproceedings{nister06,
	Author = {Nister, David and Stewenius, Henrik},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:36:05 +0100},
	Title = {Scalable Recognition with a Vocabulary Tree},
	Year = {2006}}

@inproceedings{nowak06,
	Author = {Eric Nowak and Fr\'ed\'eric Jurie and Bill Triggs},
	Booktitle = {Proc. of European Conference on Computer Vision (ECCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-01 11:35:16 +0100},
	Title = {Sampling strategies for bag-of-features image classification},
	Year = {2006},
	Bdsk-Url-1 = {http://lear.inrialpes.fr/pubs/2006/NJT06}}

@inproceedings{nowozin07,
	Author = {Nowozin, S. and Bakir, G. and Tsuda, K.},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:48 +0200},
	Title = {Discriminative Subsequence Mining for Action Classification},
	Year = {2007}}

@article{oikonomopoulos05,
	Author = {Antonios Oikonomopoulos and Ioannis Patras and Maja Pantic},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 16:55:07 +0200},
	Journal = {IEEE Transactions on Systems, Man and Cybernetics},
	Pages = {719},
	Title = {Spatiotemporal Salient Points for Visual Recognition of Human Actions},
	Volume = {36},
	Year = {2005}}

@inproceedings{trecvid-2009,
	Address = {Gaithersburg, USA},
	Author = {Over, P. and Awad, G. and Fiscus, J. and Michel, M. and Smeaton, A. F. and Kraaij, W.},
	Booktitle = {Proc. of the {TRECVID} Workshop},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2011-01-19 18:26:44 +0100},
	Title = {{TRECVid} 2009--Goals, Tasks, Data, Evaluation Mechanisms and Metrics},
	Year = {2009}}

@article{paschke08,
	Author = {Paschke, Adrian and Bichler, Martin},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-10 17:27:21 +0200},
	Journal = {Decision Support Systems},
	Number = {1},
	Pages = {187--205},
	Title = {Knowledge representation concepts for automated {SLA} management},
	Volume = {46},
	Year = {2008}}

@incollection{pattanasri-2006,
	Abstract = {The objective of this paper is to help users navigate for additional
	information for more comprehension of events in video through an
	explanation-on-demand hypervideo system. Given an XML database consisting
	of MPEG-7 video annotations and ontologies specifying relationships
	among events in annotations, the system is responsible for dynamically
	identifying hyperlinks inside a video that users possibly follow
	to clarify the points they do not understand. Three types of hyperlinks
	that are helpful in enhancing user comprehension of events are proposed:
	context, precondition and causal, which are based on an analysis
	of Fellbaum's verb entailments [4].},
	Affiliation = {Department of Social Informatics, Kyoto University},
	Author = {Pattanasri, Nimit and Jatowt, Adam and Tanaka, Katsumi},
	Booktitle = {Advances in Multimedia Modeling},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:06:21 +0200},
	Pages = {535-544},
	Publisher = {Springer},
	Series = {Lecture Notes in Computer Science},
	Title = {Enhancing Comprehension of Events in Video Through Explanation-on-Demand Hypervideo},
	Volume = {4351},
	Year = {2006},
	Bdsk-Url-1 = {http://dx.doi.org/10.1007/978-3-540-69423-6_52}}

@inproceedings{philbin08,
	Author = {James Philbin and Ondrej Chum and Michael Isard and Josef Sivic and Andrew Zisserman},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:34:54 +0100},
	Title = {Lost in Quantization: Improving Particular Object Retrieval in Large Scale Image Databases},
	Year = {2008}}

@article{poppe10,
	Author = {Poppe, R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 20:09:12 +0200},
	Journal = {Image and Vision Computing},
	Number = {6},
	Pages = {976-990},
	Title = {A survey on vision-based human action recognition},
	Volume = {28},
	Year = {2010}}

@article{poppe07,
	Author = {Poppe, R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:28:00 +0200},
	Journal = {Computer Vision and Image Understanding},
	Number = {1-2},
	Pages = {4--18},
	Title = {{Vision-based human motion analysis: An overview}},
	Volume = {108},
	Year = {2007}}

@article{quelhas07,
	Author = {Quelhas, P. and Monay, F. and Odobez, J. M. and Gatica-Perez, D. and Tuytelaars, T.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Number = {9},
	Pages = {1575--1589},
	Title = {A thousand words in a scene},
	Volume = {29},
	Year = {2007}}

@inproceedings{quinlan96,
	Author = {Quinlan, J. R.},
	Booktitle = {Proc. of $14^{th}$ National Conference on Artificial Intelligence},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:41:06 +0200},
	Title = {Bagging, Boosting, and {C4.5}},
	Year = {1996}}

@inproceedings{rapantzikos09,
	Author = {Rapantzikos,K. and Avrithis,Y. and Kollia,S.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:33:58 +0100},
	Title = {Dense saliency-based spatiotemporal feature points for action recognition.},
	Year = {2009}}

@article{sadlier-2005,
	Author = {Sadlier,D.A. and O'Connor,N.E.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 20:06:17 +0200},
	Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
	Month = {Oct},
	Number = {10},
	Pages = {1225-1233},
	Title = {Event Detection in Field Sports Video Using Audio--Visual Features and a Support Vector Machine},
	Volume = {15},
	Year = {2005}}

@inproceedings{salakhutdinov07,
	Author = {Salakhutdinov, R. and Hinton, E. G.},
	Booktitle = {Proc. of ACM SIGIR},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Title = {Semantic Hashing},
	Year = {2007}}

@inproceedings{miguel09,
	Author = {SanMiguel, J.C. and Martinez, J.M. and Garcia, A.},
	Booktitle = {Proc. of IEEE Int'l Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-12-12 15:11:06 +0100},
	Title = {An Ontology for Event Detection and its Application in Surveillance Video},
	Year = {2009}}

@inproceedings{savarese08,
	Author = {Savarese, S. and Del Pozo, A. and Niebles, J. C. and Fei-Fei, L.},
	Booktitle = {Proc. of Workshop on Motion and Video Computing},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 16:56:54 +0200},
	Title = {Spatial-temporal correlatons for unsupervised action classification},
	Year = {2008}}

@inproceedings{savarese06,
	Author = {S. Savarese and J. Winn and A. Criminisi},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:35:46 +0100},
	Title = {Discriminative object class models of appearance and shape by correlatons},
	Year = {2006}}

@inproceedings{scherp09,
	Author = {Scherp, Ansgar and Franz, Thomas and Saathoff, Carsten and Staab, Steffen},
	Booktitle = {Proc. of Int'l Conference on Knowledge Capture (K-CAP)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:21:57 +0200},
	Title = {F--A Model of Events Based on the Foundational Ontology {DOLCE+DnS} Ultralight},
	Year = {2009}}

@inproceedings{schuldt04,
	Author = {Schuldt, C. and Ivan Laptev and Barbara Caputo},
	Booktitle = {Proc. of Int'l Conference on Pattern Recognition (ICPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-09 16:53:26 +0200},
	Title = {Recognizing human actions: a local {SVM} approach},
	Year = {2004}}

@inproceedings{scovanner07,
	Author = {Paul Scovanner and Saad Ali and Mubarak Shah},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:32:16 +0200},
	Title = {A {3-D}imensional {SIFT} Descriptor and Its Application to Action Recognition},
	Year = {2007}}

@inproceedings{seidenari10,
	Author = {Seidenari, L. and Bertini, M.},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Title = {Non-parametric Anomaly Detection Exploiting Space-time Features},
	Year = {2010}}

@inproceedings{shet05,
	Author = {Shet, V and Harwood, D and Davis, Larry},
	Booktitle = {Proc. of IEEE Int'l Conference on Advanced Video and Signal-Based Surveillance (AVSS)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-12-12 15:10:48 +0100},
	Title = {Vid{MAP}: Video Monitoring of Activity with Prolog},
	Year = {2005}}

@article{shyu08,
	Author = {Mei-Ling Shyu and Zongxing Xie and Min Chen and Shu-Ching Chen},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 20:04:56 +0200},
	Doi = {10.1109/TMM.2007.911830},
	Issn = {1520-9210},
	Journal = {IEEE Transactions on Multimedia},
	Keywords = {audio-visual systems, content management, data mining, feature extraction, multimedia computing, object detection, video signal processingaudio/visual channels, distance-based data mining technique, feature extraction, multimodal content analysis, rule-based data mining technique, subspace-based multimedia data mining framework, video semantic event/concept detection},
	Number = {2},
	Pages = {252-259},
	Title = {Video Semantic Event/Concept Detection Using a Subspace-Based Multimedia Data Mining Framework},
	Volume = {10},
	Year = {Feb. 2008},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/TMM.2007.911830}}

@inproceedings{sivic05,
	Author = {Sivic, J. and Russell, B. and Efros, A. and Zisserman, A. and Freeman, W. T.},
	Booktitle = {Proc. of International Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:49:50 +0200},
	Title = {Discovering objects and their location in images},
	Year = {2005}}

@inproceedings{sivic04,
	Address = {Prague},
	Author = {Sivic, J. and Schaffalitzky, F. and Zisserman, A.},
	Booktitle = {Proc. of European Conference on Computer Vision (ECCV)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-08 12:37:21 +0200},
	Title = {Object Level Grouping for Video Shots},
	Year = {2004}}

@inproceedings{sivic03,
	Author = {Sivic, J. and Zisserman, A.},
	Booktitle = {Proc. of Int'l Conference on Computer Vision (ICCV)},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2010-09-09 16:32:10 +0200},
	Title = {Video {Google}: A Text Retrieval Approach to Object Matching in Videos},
	Year = {2003}}

@inproceedings{smeaton06,
	Author = {Smeaton, A. F. and Over, P. and Kraaij, W.},
	Booktitle = {Proc. of ACM Multimedia Information Retrieval (MIR)},
	Date-Added = {2010-09-04 19:00:57 +0200},
	Date-Modified = {2010-12-02 16:33:10 +0100},
	Title = {Evaluation campaigns and {TRECV}id},
	Year = {2006}}

@inproceedings{foresti07,
	Author = {Snidaro, L. and Belluz, M. and Foresti, G.L.},
	Booktitle = {Proc. of Int'l Conference on Information Fusion},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:08:22 +0200},
	Title = {Domain knowledge for surveillance applications},
	Year = {2007}}

@article{snoek_2007a,
	Author = {Snoek, C. G. M. and Huurnink, B. and Hollink, L. and de Rijke, M. and Schreiber, G. and Worring, M.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:24:04 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Month = aug,
	Number = {5},
	Pages = {975--986},
	Title = {Adding semantics to detectors for video retrieval},
	Volume = {9},
	Year = {2007}}

@article{snoek2005multimodal,
	Author = {Snoek, C. G. M. and Worring, M.},
	Date-Added = {2010-09-05 17:58:28 +0200},
	Date-Modified = {2011-01-19 18:24:36 +0100},
	Journal = {Multimedia Tools and Applications},
	Number = {1},
	Pages = {5--35},
	Publisher = {Springer},
	Title = {{Multimodal video indexing: A review of the state-of-the-art}},
	Volume = {25},
	Year = {2005}}

@article{snoek_2005,
	Author = {Snoek, C. G. M. and Worring, M.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2011-01-19 18:24:48 +0100},
	Journal = {IEEE Transactions on Multimedia},
	Number = {4},
	Pages = {638--647},
	Title = {Multimedia Event-Based Video Indexing using Time Intervals},
	Volume = {7},
	Year = {2005}}

@inproceedings{song-2005,
	Author = {Song,D. and Liu,H. and Cho,M.},
	Booktitle = {Proc. of ACM International Conference on Image and Video Retrieval (CIVR)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-08 12:36:42 +0200},
	Pages = {267-275},
	Title = {Domain Knowledge Ontology Building for Semantic Video Event Description},
	Year = {2005}}

@inproceedings{thonnat08,
	Author = {Thonnat, Monique},
	Booktitle = {Proc. of European Conference on Artificial Intelligence (ECAI)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:00:49 +0200},
	Title = {Semantic Activity Recognition},
	Year = {2008}}

@inproceedings{torralba08,
	Author = {Torralba,A. and Fergus, R. and Weiss,Y.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-12 15:35:11 +0100},
	Title = {Small codes and large databases for recognition},
	Year = {2008}}

@inproceedings{tran08,
	Author = {Tran, Son D. and Davis, Larry S.},
	Booktitle = {Proc. of European Conference on Computer Vision (ECCV)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-10 17:27:12 +0200},
	Title = {Event Modeling and Recognition Using {Markov} Logic Networks},
	Year = {2008}}

@article{Tsinaraki05,
	Author = {Tsinaraki,C. and Polydoros,P. and Kazasis,F. and Christodoulakis,S.},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-06 16:44:18 +0200},
	Journal = {Multimedia Tools and Applications},
	Keywords = {MPEG-7, Ontologies},
	Month = aug,
	Number = {3},
	Pages = {299-325},
	Title = {Ontology-based Semantic Indexing for {MPEG-7} and {TV-Anytime} Audiovisual Content},
	Volume = {26},
	Year = {2005}}

@article{turaga08,
	Author = {Turaga, P. and Chellappa, R. and Subrahmanian, V.S. and Udrea, O.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
	Number = {11},
	Pages = {1473--1488},
	Title = {{Machine recognition of human activities: A survey}},
	Volume = {18},
	Year = {2008}}

@article{vezzani10,
	Author = {Vezzani, R. and Cucchiara, R.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-12-09 21:04:33 +0100},
	Journal = {Multimedia Tools and Applications},
	Number = {2},
	Pages = {359--380},
	Title = {Video Surveillance Online Repository ({ViSOR}): an integrated framework},
	Volume = {50},
	Year = {2010},
	Bdsk-Url-1 = {http://www.openvisor.org}}

@inproceedings{viola01,
	Author = {Paul Viola and Michael J. Jones},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2011-01-21 15:11:53 +0100},
	Title = {Rapid Object Detection using a Boosted Cascade of Simple Features},
	Year = {2001},
	Bdsk-Url-1 = {http://doi.ieeecomputersociety.org/10.1109/CVPR.2001.990517}}

@article{vogel07,
	Author = {Vogel, J. and Schiele, B.},
	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
	Journal = {International Journal of Computer Vision},
	Number = {2},
	Pages = {133--157},
	Title = {Semantic Modeling of Natural Scenes for Content-Based Image Retrieval},
	Volume = {72},
	Year = {2007}}

@inproceedings{wang08,
	Author = {Wang, F. and Jiang, Y.-G. and Ngo, C.-W.},
	Booktitle = {Proc. of ACM Multimedia (MM)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-04 19:32:44 +0200},
	Title = {Video event detection using motion relativity and visual relatedness},
	Year = {2008}}

@inproceedings{wangX07,
	Author = {Wang, Xiang-jun and Mamadgi, Swathi and Thekdi, Atit and Kelliher, Aisling and Sundaram, Hari},
	Booktitle = {Proc of the Int'l Conference on Semantic Computing (ICSC)},
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-09 17:22:59 +0200},
	Title = {Eventory -- An Event Based Media Repository},
	Year = {2007}}

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@inproceedings{wong07,
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@article{xu08,
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	Date-Added = {2010-09-04 19:00:49 +0200},
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	Year = {2001}}

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@inproceedings{Wang2007,
	Author = {Zheng-Jun Zha and Tao Mei and Zengfu Wang and Xian-Sheng Hua},
	Booktitle = {Proc. of ACM Multimedia Information Retrieval (MIR)},
	Date-Added = {2010-09-04 19:00:49 +0200},
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	Year = {2007},
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	Date-Added = {2010-09-04 19:01:11 +0200},
	Date-Modified = {2010-09-04 19:01:11 +0200},
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	Date-Modified = {2010-09-04 19:01:11 +0200},
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@other{dublin_core,
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-06 16:46:23 +0200},
	Lastchecked = {27/12/2007},
	Rating = {3},
	Read = {Yes},
	Title = {{D}ublin {C}ore {M}etadata {I}nitiative},
	Url = {http://dublincore.org/},
	Bdsk-Url-1 = {http://dublincore.org/}}

@other{tv_anytime,
	Date-Added = {2010-09-04 19:00:49 +0200},
	Date-Modified = {2010-09-06 16:46:36 +0200},
	Keywords = {Ontologies},
	Lastchecked = {27/12/2007},
	Title = {{TV} {A}nytime {F}orum},
	Url = {http://www.tv-anytime.org/},
	Bdsk-Url-1 = {http://www.tv-anytime.org/}}

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	Journal = {IEEE Transactions on Knowledge and Data Engineering},
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	Year = {2004}}

@inproceedings{kuettel10,
	Author = {Kuettel, D. and Breitenstein, M. D. and Van Gool, L. and Ferrari, V.},
	Booktitle = {Proc. of IEEE Int'l Conference on Computer Vision and Pattern Recognition (CVPR)},
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