16.7.4.6 Human Activities, Interactions, Groups

McKenna, S.J.[Stephen J.], Jabri, S.[Sumer], Duric, Z.[Zoran], Rosenfeld, A.[Azriel], Wechsler, H.[Harry],
Tracking Groups of People,
CVIU(80), No. 1, October 2000, pp. 42-56. 0010

WWW Version. BibRef

Jabri, S.[Sumer], Duric, Z.[Zoran], Wechsler, H.[Harry], Rosenfeld, A.[Azriel],
Detection and Location of People in Video Images Using Adaptive Fusion of Color and Edge Information,
ICPR00(Vol IV: 627-630).
IEEE DOI Link
HTML Version. 0009
BibRef

McKenna, S.J.[Stephen J.], Jabri, S.[Sumer], Duric, Z.[Zoran], Wechsler, H.[Harry],
Tracking Interacting People,
AFGR00(348-353).
IEEE DOI Link 0003
BibRef

Raja, Y., McKenna, S.J., Gong, S.,
Tracking and Segmenting People in Varying Lighting Conditions Using Colour,
AFGR98(228-233).
IEEE DOI Link BibRef 9800

Wada, T.[Toshikazu], Matsuyama, T.[Takashi],
Multiobject Behavior Recognition by Event Driven Selective Attention Method,
PAMI(22), No. 8, August 2000, pp. 873-887.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010
BibRef
Earlier:
Appearance Based Behavior Recognition by Event Driven Selective Attention,
CVPR98(759-764).
IEEE Abstract. IEEE Top Reference. Tracking and behavior of people interacting. BibRef

Oliver, N.M.[Nuria M.], Rosario, B.[Barbara], Pentland, A.P.[Alex P.],
A Bayesian Computer Vision System for Modeling Human Interactions,
PAMI(22), No. 8, August 2000, pp. 831-843.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010
BibRef
Earlier: CVS99(255 ff.).
HTML Version. 0209
BibRef
And: DARPA98(293-297). BibRef
And: Vismod--459, March 1998.
Postscript Version. Stat-based learning to model interactions. CHMM model is most effective. Synthetic model for learning. BibRef

Oliver, N.M.[Nuria M.],
Towards Perceptual Intelligence: Statistical Modeling of Human Individual and Interactive Behaviors,
Ph.D.Thesis, MIT, Media Lab, 2000. BibRef 0001

Haritaoglu, I.[Ismail], Harwood, D.[David], Davis, L.S.[Larry S.],
W4: Real-Time Surveillance of People and Their Activities,
PAMI(22), No. 8, August 2000, pp. 809-830.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010
Human Motion. Real-Time System. Recognizes typical events between people. Creates models of people so that tracking can proceed with occlusions and interactions. Locate the parts to create the models. BibRef

Davis, L.S.[Larry S.], Harwood, D.[David], Haritaoglu, I.[Ismail],
Ghost: A Human Body Part Labeling System Using Silhouettes,
ICPR98(Vol I: 77-82).
IEEE DOI Link BibRef 9800
And: DARPA98(229-235). See also Appearance-based Body Model for Multiple People Tracking, An. BibRef

Haritaoglu, I.[Ismail], Harwood, D.[David], Davis, L.S.[Larry S.],
Active outdoor surveillance,
CIAP99(1096-1099).
IEEE DOI Link 9909
BibRef
Earlier:
W4: Who? When? Where? What? A Real Time System for Detecting and Tracking People,
AFGR98(222-227).
IEEE DOI Link BibRef
And:
W4S: A real-time system for detecting and tracking people in 2 1/2-D,
ECCV98(I: 877).
WWW Version. BibRef
And:
W4: A Real Time System for Detecting and Tracking People,
CVPR98(962-962).
IEEE Abstract. IEEE Top Reference. BibRef

Ivanov, Y.A.[Yuri A.], Bobick, A.F.[Aaron F.],
Recognition of Visual Activities and Interactions by Stochastic Parsing,
PAMI(22), No. 8, August 2000, pp. 852-872.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010
BibRef
Earlier:
Recognition of Multi-Agent Interaction in Video Surveillance,
ICCV99(169-176).
IEEE DOI Link Recognize extended activities. Low-level detection proposes candidate detections. Parsed by stochastic context-free grammar that handles uncertainty in input. BibRef

Ivanov, Y.A.[Yuri A.],
Application of Stochastic Grammars to Understanding Action,
Vismod--481, February 1998.
Postscript Version. BibRef 9802

Ivanov, Y.A.[Yuri A.], and Bobick, A.F.[Aaron F.],
Parsing Multi-Agent Interactions,
Vismod--479, November 1998.
Postscript Version. BibRef 9811
Earlier:
Probabilistic Parsing in Action Recognition,
Vismod--450, November 1997
Postscript Version. BibRef

Bobick, A.F., Ivanov, Y.A.,
Action Recognition Using Probabilistic Parsing,
CVPR98(196-202).
IEEE Abstract. IEEE Top Reference. BibRef 9800 Vismod--449, 1998.
HTML Version. and
Postscript Version. BibRef

Bobick, A.F.[Aaron F.],
Computers Seeing Action,
BMVC96(I: 13-22). BibRef 9600

Yamato, J., Ohya, J., Ishii, K.,
Recognizing human action in time-sequential images using hidden Markov model,
CVPR92(379-385).
IEEE Abstract. IEEE Top Reference. 0403
BibRef

Utsumi, A., Tetsutani, N.,
Human tracking using multiple-camera-based head appearance modeling,
AFGR04(657-662).
IEEE Abstract. IEEE Top Reference. 0411
BibRef
Earlier:
Texture adaptation for human tracking using statistical shape model,
ICPR02(II: 973-976).
IEEE DOI Link 0211
BibRef

Cavallaro, R.H.[Richard H.], Gepner, J.N.[Jerry N.], Gloudemans, J.R.[James R.], Honey, S.K.[Stanley K.], Squadron, W.F.[William F.], White, M.S.[Marvin S.],
System for determining the position of an object,
US_Patent6,133,946, Oct 17, 2000
WWW Version. BibRef 0010

Carlbom, I.B.[Ingrid B.], Jean, Y.D.[Yves D.], Pingali, S.V.G.K.[Sarma V.G.K.],
Method and apparatus for determination and visualization of player field coverage in a sporting event,
US_Patent6,141,041, Oct 31, 2000
WWW Version. BibRef 0010

Cavallaro, R.H.[Richard H.], Gloudemans, J.R.[James R.], Honey, S.K.[Stanley K.], O'Brien, T.J.[Terence J.], Phillips, A.C.[Alan C.], Squadron, W.F.[William F.], White, M.S.[Marvin S.],
System for determining the end of a path for a moving object,
US_Patent6,304,665, Oct 16, 2001
WWW Version. BibRef 0110

Ohya, J.[Jun], Utsumi, A.[Akira], Yamato, J.[Junji],
Analyzing Video Sequences of Multiple Humans: Tracking, Posture Estimation and Behavior Recognition,
KluwerISBN 1-4020-7021-7, March 2002 Non-synchronous tracking with Kalman filter, locate significant points for posture, activities from HMM-based method.
WWW Version. To purchase this book look here BibRef 0203

Yachida, M.[Masahiko], Mori, H.[Hiroki], Ohya, J.[Jun], Utsumi, A.[Akira],
Multiple-View-Based Tracking of Multiple Humans,
ICPR98(Vol I: 597-601).
IEEE DOI Link 9808
BibRef

Utsumi, A.[Akira], Yang, H.[Howard], Ohya, J.[Jun],
Adaptive Human Motion Tracking Using Non-synchronous Multiple Viewpoint Observations,
ICPR00(Vol IV: 607-610).
IEEE DOI Link
HTML Version. 0009
BibRef

Utsumi, A., Mori, H., Ohya, J., Yachida, M.,
Multiple-Human Tracking Using Multiple Cameras,
AFGR98(498-503).
IEEE DOI Link BibRef 9800

Utsumi, A.[Akira], Ohya, J.[Jun],
Image Segmentation for Human Tracking using Sequential-Image-Based Hierarchical Adaptation,
CVPR98(911-916).
IEEE Abstract. IEEE Top Reference. See also Multiple-Hand-Gesture Tracking Using Multiple Cameras. BibRef 9800

Yoda, I.[Ikushi], Sakaue, K.[Katsuhiko],
Utilization of stereo disparity and optical flow information for the computer analysis of human interactions,
MVA(13), No. 4, 2003, pp. 185-193.
HTML Version. 0304
BibRef

Iwata, K.[Kenji], Satoh, Y.[Yutaka], Yoda, I.[Ikushi], Sakaue, K.[Katsuhiko],
Hybrid Camera Surveillance System by Using Stereo Omni-directional System and Robust Human Detection,
PSIVT06(611-620).
Springer DOI Link 0612
BibRef

Winder, R., Reggia, J.A.,
Using Distributed Partial Memories to Improve Self-Organizing Collective Movements,
SMC-B(34), No. 4, August 2004, pp. 1697-1707.
IEEE Abstract. IEEE Top Reference. 0409
BibRef

Clancey, W.J.,
Roles for agent assistants in field science: Understanding personal projects and collaboration,
SMC-C(34), No. 2, May 2004, pp. 125-137.
IEEE Abstract. IEEE Top Reference. 0407
BibRef

Rigoll, G.[Gerhard], Breit, H.[Harald], Wallhoff, F.[Frank],
Robust tracking of persons in real-world scenarios using a statistical computer vision approach,
IVC(22), No. 7, July 2004, pp. 571-582.
WWW Version. 0405
BibRef

Rigoll, G., Winterstein, B., Müller, S.,
Robust Person Tracking in Real Scenarios with Non-Stationary Background Using a Statistical Computer Vision Approach,
VS99(xx-yy). BibRef 9900

Rigoll, G.[Gerhard], Eickeler, S.[Stefan], Müller, S.[Stefan],
Person Tracking in Real-World Scenarios Using Statistical Methods,
AFGR00(342-347).
IEEE DOI Link 0003
BibRef

Müller, S.[Stefan], Eickeler, S.[Stefan], Rigoll, G.[Gerhard],
Crane Gesture Recognition using Pseudo 3-D Hidden Markov Models,
AFGR00(398-402).
IEEE DOI Link 0003
BibRef
Earlier:
Pseudo 3-D HMMs for Image Sequence Recognition,
ICIP99(IV:237-241).
IEEE Abstract. IEEE Top Reference. BibRef

Eickeler, S.[Stefan], Rigoll, G.[Gerhard],
Hidden Markov Model Based Continuous Online Gesture Recognition,
ICPR98(Vol II: 1206-1208).
IEEE DOI Link 9808
BibRef

Breit, H., Rigoll, G.,
A flexible multimodal object tracking system,
ICIP03(III: 133-136).
IEEE Abstract. IEEE Top Reference. 0312
BibRef
Earlier:
Improved Person Tracking Using a Combined Pseudo-2D-HMM and Kalman Filter Approach with Automatic Background State Adaptation,
ICIP01(II: 53-56).
IEEE Abstract. IEEE Top Reference. 0108
Sports? BibRef

Rigoll, G., Müller, S., Winterstein, B.,
Robust Person Tracking with Non-Stationary Background Using a Combined Pseudo-2D-HMM and Kalman-Filter Approach,
ICIP99(IV:242-246).
IEEE Abstract. IEEE Top Reference. BibRef 9900

McCowan, I.[Iain], Gatica-Perez, D.[Daniel], Bengio, S.[Samy], Lathoud, G.[Guillaume], Barnard, M., Zhang, D.[Dong],
Automatic Analysis of Multimodal Group Actions in Meetings,
PAMI(27), No. 3, March 2005, pp. 305-317.
IEEE Abstract. IEEE Top Reference. 0501
Group actions result from interactions of individuals. Visual in addition to audio analysis. See also Audio-visual speaker tracking with importance particle filters. BibRef

Hung, H.[Hayley], Huang, Y.[Yan], Yeo, C.H.[Chuo-Hao], Gatica-Perez, D.[Daniel],
Associating audio-visual activity cues in a dominance estimation framework,
CVPR4HB08(1-6).
IEEE DOI Link 0806
BibRef

Zhang, D.[Dong], Gatica-Perez, D.[Daniel], Bengio, S.[Samy], McCowan, I.[Iain], Lathoud, G.[Guillaume],
Modeling Individual and Group Actions in Meetings: A Two-Layer HMM Framework,
EventVideo04(117).
HTML Version. 0502
BibRef

Gatica-Perez, D., McCowan, L., Barnard, M., Bengio, S., Bourlard, H.,
On automatic annotation of meeting databases,
ICIP03(III: 629-632).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Zhang, D.[Dong], Gatica-Perez, D.[Daniel], Bengio, S.[Samy], McCowan, I.[Iain],
Semi-Supervised Adapted HMMs for Unusual Event Detection,
CVPR05(I: 611-618).
IEEE DOI Link 0507
BibRef

Gatica-Perez, D.[Daniel],
Automatic nonverbal analysis of social interaction in small groups: A review,
IVC(27), No. 12, November 2009, pp. 1775-1787,.
Elsevier DOI Link
WWW Version. 0910
Social interaction analysis; Small group conversations; Nonverbal behavior BibRef

Vaswani, N.[Namrata], Roy-Chowdhury, A.K.[Amit K.], Chellappa, R.,
'Shape Activity': a continuous-state HMM for moving/deforming shapes with application to abnormal activity detection,
IP(14), No. 10, October 2005, pp. 1603-1616.
IEEE DOI Link 0510
BibRef
Earlier:
Activity recognition using the dynamics of the configuration of interacting objects,
CVPR03(II: 633-640).
IEEE Abstract. IEEE Top Reference. 0307
BibRef

Song, B.[Bi], Roy-Chowdhury, A.K.[Amit K.], Vaswani, N.,
Integrated Tracking and Recognition of Human Activities in Shape Space,
ICCVGIP06(468-479).
Springer DOI Link 0612
BibRef

Song, B.[Bi], Roy-Chowdhury, A.K.[Amit K.],
Stochastic Adaptive Tracking In A Camera Network,
ICCV07(1-8).
IEEE DOI Link 0710
See also Determining Topology in a Distributed Camera Network. BibRef

Song, B.[Bi], Vaswani, N.[Namrata], Roy-Chowdhury, A.K.[Amit K.],
Closed-Loop Tracking and Change Detection in Multi-Activity Sequences,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef
Earlier:
Summarization and Indexing of Human Activity Sequences,
ICIP06(2925-2928). 0610

IEEE DOI Link BibRef

Liu, X.H.[Xiao-Hui], Chua, C.S.[Chin-Seng],
Multi-Agent Activity Recognition Using Observation Decomposed Hidden Markov Models,
IVC(24), No. 2, 1 February 2006, pp. 166-175.
WWW Version. 0604
BibRef
Earlier:
Multi-Agent Activity Recognition Using Observation Decomposed Hidden Markov Model,
CVS03(247 ff).
HTML Version. 0306
Hidden Markov models; Activity recognition; Multi-agent activities BibRef

Liu, X.H.[Xiao-Hui], Chua, C.S.[Chin-Seng],
Rejection of Non-meaningful Activities,
FGR06(189-196).
IEEE DOI Link 0604
BibRef

Xiang, T.[Tao], Gong, S.G.[Shao-Gang],
Beyond Tracking: Modelling Activity and Understanding Behaviour,
IJCV(67), No. 1, April 2006, pp. 21-51.
Springer DOI Link 0604
BibRef
Earlier:
Relevance learning for spectral clustering with applications on image segmentation and video behaviour profiling,
AVSBS05(28-33).
IEEE DOI Link 0602
BibRef
And:
Video Behaviour Profiling and Abnormality Detection without Manual Labelling,
ICCV05(II: 1238-1245).
IEEE DOI Link 0510
BibRef
Earlier:
Outdoor Activity Recognition using Multi-Linked Temporal Processes,
BMVC03(xx-yy).
HTML Version. 0409
See also Optimising dynamic graphical models for video content analysis. BibRef

Gong, S.G.[Shao-Gang], Xiang, T.[Tao],
Recognition of group activities using dynamic probabilistic networks,
ICCV03(742-749).
IEEE DOI Link 0311
BibRef

Xiang, T.[Tao], Gong, S.G.[Shao-Gang],
Activity based surveillance video content modelling,
PR(41), No. 7, July 2008, pp. 2309-2326.
WWW Version. 0804
BibRef
Earlier:
Discovering Bayesian causality among visual events in a complex outdoor scene,
AVSBS03(177-182).
IEEE Abstract. IEEE Top Reference. 0310
Video content analysis; Activity recognition; Surveillance video segmentation; Dynamic Bayesian networks; Dynamic scene modelling; Unusual activity detection BibRef

Sherrah, J.[Jamie], Gong, S.G.[Shao-Gang], Howell, A.J.[A. Jonathan], Buxton, H.[Hilary],
Interpretation of Group Behaviour in Visually Mediated Interaction,
ICPR00(Vol I: 266-269).
IEEE DOI Link
HTML Version. 0009
BibRef

Sherrah, J.[Jamie], Gong, S.G.[Shao-Gang],
VIGOUR: A System for Tracking and Recognition of Multiple People and Their Activities,
ICPR00(Vol I: 179-182).
IEEE DOI Link
HTML Version. 0009
BibRef

Nait-Charif, H.[Hammadi], McKenna, S.J.[Stephen J.],
Tracking the activity of participants in a meeting,
MVA(17), No. 2, May 2006, pp. 83-93.
Springer DOI Link
PDF Version. 0605
BibRef

McKenna, S.J.[Stephen J.], Nait-Charif, H.[Hammadi],
Tracking human motion using auxiliary particle filters and iterated likelihood weighting,
IVC(25), No. 6, 1 June 2007, pp. 852-862.
WWW Version. 0704
BibRef
Earlier:
Learning spatial context from tracking using penalised likelihoods,
ICPR04(IV: 138-141).
IEEE DOI Link 0409
Human tracking; Particle filters; Iterated likelihood weighting; Supportive environments; Head tracking BibRef

Park, S.H.[Sang-Ho], Aggarwal, J.K.,
Simultaneous tracking of multiple body parts of interacting persons,
CVIU(102), No. 1, April 2006, pp. 1-21.
WWW Version. 0604
BibRef
Earlier:
Semantic-level Understanding of Human Actions and Interactions using Event Hierarchy,
Non-Rigid04(12).
HTML Version. 0502
BibRef
And:
Event semantics in two-person interactions,
ICPR04(IV: 227-230).
IEEE DOI Link 0409
BibRef
Earlier:
Segmentation and tracking of interacting human body parts under occlusion and shadowing,
Motion02(105-111).
IEEE Abstract. IEEE Top Reference. 0303
BibRef
Earlier:
Recognition of Human Interaction Using Multiple Features in Grayscale Images,
ICPR00(Vol I: 51-54).
IEEE DOI Link
HTML Version. Or:
PDF Version. 0009
Tracking; Body part; Human interaction; Occlusion; ARG; MMT BibRef

Aggarwal, J.K., Park, S.H.[Sang-Ho],
Human motion: modeling and recognition of actions and interactions,
3DPVT04(640-647).
IEEE Abstract. IEEE Top Reference. 0412
BibRef

Madabhushi, A., Aggarwal, J.K.,
A Bayesian Approach to Human Activity Recognition,
VS99(xx-yy). BibRef 9900

Odobez, J.M.[Jean-Marc], Gatica-Perez, D.[Daniel], Ba, S.O.[Sileye O.],
Embedding Motion in Model-Based Stochastic Tracking,
IP(15), No. 11, November 2006, pp. 3514-3530.
IEEE DOI Link 0610
BibRef
Earlier: A1, A2 only: ICPR04(II: 815-818).
IEEE DOI Link 0409
BibRef

Odobez, J.M., Ba, S.O., Gatica-Perez, D.,
An implicit motion likelihood for tracking with particle filters,
BMVC03(xx-yy).
HTML Version. 0409
BibRef

Smith, K.[Kevin], Carleton, A.[Alan], Lepetit, V.[Vincent],
General constraints for batch Multiple-Target Tracking applied to large-scale videomicroscopy,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Yao, J.[Jian], Odobez, J.M.[Jean-Marc],
Fast Human Detection from Videos Using Covariance Features,
VS08(xx-yy). 0810
BibRef

Yao, J.[Jian], Odobez, J.M.[Jean-Marc],
Multi-Camera Multi-Person 3D Space Tracking with MCMC in Surveillance Scenarios,
M2SFA208(xx-yy). 0810
BibRef

Hung, H.[Hayley], Gatica-Perez, D.[Daniel],
Identifying dominant people in meetings from audio-visual sensors,
FG08(1-6).
IEEE DOI Link 0809
BibRef

Smith, K.[Kevin], Gatica-Perez, D.[Daniel], Odobez, J.M.[Jean-Marc], Ba, S.O.[Sileye O.],
Evaluating Multi-Object Tracking,
EEMCV05(III: 36-36).
IEEE DOI Link 0507
BibRef

Smith, K.[Kevin], Gatica-Perez, D.[Daniel], Odobez, J.M.[Jean-Marc],
Using Particles to Track Varying Numbers of Interacting People,
CVPR05(I: 962-969).
IEEE DOI Link 0507
BibRef

Gatica-Perez, D., Lathoud, G., McCowan, L., Odobez, J.M., Moore, D.,
Audio-visual speaker tracking with importance particle filters,
ICIP03(III: 25-28).
IEEE Abstract. IEEE Top Reference. 0312
See also Automatic Analysis of Multimodal Group Actions in Meetings. BibRef

Ramanan, D.[Deva], Forsyth, D.A.[David A.], Zisserman, A.[Andrew],
Tracking People by Learning Their Appearance,
PAMI(29), No. 1, January 2007, pp. 65-81.
IEEE DOI Link 0701
BibRef
Earlier:
Strike a Pose: Tracking People by Finding Stylized Poses,
CVPR05(I: 271-278).
IEEE DOI Link 0507
Build a model for each person in the video, then track each person. Model gives the body configuration BibRef

Ramanan, D.[Deva], Forsyth, D.A., Zisserman, A.[Andrew],
Tracking People and Recognizing Their Activities,
CVPR05(II: 1194).
IEEE DOI Link 0507
BibRef

Park, S.H.[Sang-Ho], Trivedi, M.M.[Mohan M.],
Multi-person interaction and activity analysis: A synergistic track- and body-level analysis framework,
MVA(18), No. 3-4, August 2007, pp. 151-166.
Springer DOI Link 0706
BibRef
Earlier:
Homography-based Analysis of People and Vehicle Activities in Crowded Scenes,
WACV07(51-51).
IEEE DOI Link 0702
BibRef
And:
A Two-stage Multi-view Analysis Framework for Human Activity and Interactions,
Motion07(29-29).
IEEE DOI Link 0702
See also Analysis and query of person-vehicle interactions in homography domain. See also Multi-spectral and multi-perspective video arrays for driver body tracking and activity analysis. BibRef

Krotosky, S.J.[Stephen J.], Trivedi, M.M.[Mohan M.],
Mutual information based registration of multimodal stereo videos for person tracking,
CVIU(106), No. 2-3, May-June 2007, pp. 270-287.
WWW Version. 0705
BibRef
Earlier:
Occupant posture analysis using reflectance and stereo image for 'smart' airbag deployment,
IVS04(698-703).
IEEE Abstract. IEEE Top Reference. 0411
Thermal infrared sensing; Multisensor fusion; Person tracking; Visual surveillance; Situational awareness BibRef

Krotosky, S.J.[Stephen J.], Trivedi, M.M.[Mohan M.],
On Color-, Infrared-, and Multimodal-Stereo Approaches to Pedestrian Detection,
ITS(8), No. 4, December 2007, pp. 619-629.
IEEE DOI Link 0712
BibRef

Krotosky, S.J.[Stephen J.], Trivedi, M.M.[Mohan M.],
Person Surveillance Using Visual and Infrared Imagery,
CirSysVideo(18), No. 8, August 2008, pp. 1096-1105.
IEEE DOI Link 0809
BibRef

Du, Y., Chen, F., Xu, W.,
Human Interaction Representation and Recognition Through Motion Decomposition,
SPLetters(14), No. 12, December 2007, pp. 952-955.
IEEE DOI Link 0711
BibRef

Hakeem, A.[Asaad], Shah, M.[Mubarak],
Learning, detection and representation of multi-agent events in videos,
AI(171), No. 8-9, June 2007, pp. 586-605.
WWW Version. 0802
BibRef
Earlier:
Ontology and taxonomy collaborated framework for meeting classification,
ICPR04(IV: 219-222).
IEEE DOI Link 0409
Event learning; Event detection; Temporal logic; Edge weighted directed hypergraph; Normalized cut; Event representation; P-CASE BibRef

Hakeem, A.[Asaad], Sheikh, Y.A.[Yaser A.], Shah, M.[Mubarak],
CASEE: A Hierarchical Event Representation for the Analysis of Videos,
AAAI-04(263-268). BibRef 0400

Junejo, I.N., Javed, O., Shah, M.[Mubarak],
Multi feature path modeling for video surveillance,
ICPR04(II: 716-719).
IEEE DOI Link 0409
BibRef

Lien, K.C.[Kuo-Chin], Huang, C.L.[Chung-Lin],
Multiview-Based Cooperative Tracking of Multiple Human Objects,
JIVP(2008), No. 2008, pp. xx-yy.
WWW Version. 0804
BibRef
Earlier:
Multi-view-based Cooperative Tracking of Multiple Human Objects in Cluttered Scenes,
ICPR06(III: 1123-1126).
WWW Version. 0609
BibRef

Tsai, Y.T.[Yao-Te], Shih, H.C.[Huang-Chia], Huang, C.L.[Chung-Lin],
Multiple Human Objects Tracking in Crowded Scenes,
ICPR06(III: 51-54).
WWW Version. 0609
BibRef

Wang, Y.D.[Ya-Dong], Wu, J.K.[Jian-Kang], Kassim, A.A.[Ashraf A.], Huang, W.M.[Wei-Min],
Data-Driven Probability Hypothesis Density Filter for Visual Tracking,
CirSysVideo(18), No. 8, August 2008, pp. 1085-1095.
IEEE DOI Link 0809
BibRef
Earlier:
Tracking a Variable Number of Human Groups in Video Using Probability Hypothesis Density,
ICPR06(III: 1127-1130).
WWW Version. 0609
BibRef

Ni, B.B.[Bing-Bing], Yan, S.C.[Shui-Cheng], Kassim, A.A.[Ashraf A.],
Recognizing human group activities with localized causalities,
CVPR09(1470-1477).
IEEE DOI Link 0906
BibRef

Li, L., Huang, W., Gu, I.Y.H., Luo, R., Tian, Q.,
An Efficient Sequential Approach to Tracking Multiple Objects Through Crowds for Real-Time Intelligent CCTV Systems,
SMC-B(37), No. 5, September 2007, pp. 1254-1269.
IEEE DOI Link 0809
BibRef

Zhao, T.[Tao], Aggarwal, M.[Manoj], Germano, T.[Thomas], Roth, I.[Ian], Knowles, A.[Alexandar], Kumar, R.[Rakesh], Sawhney, H.[Harpreet], Samarasekera, S.[Supun],
Toward a sentient environment: real-time wide area multiple human tracking with identities,
MVA(19), No. 5-6, October 2008, pp. xx-yy.
Springer DOI Link 0810
BibRef

Bernardin, K.[Keni], Stiefelhagen, R.[Rainer],
Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics,
JIVP(2008), No. 2008, pp. xx-yy.
WWW Version. 0811
BibRef

Stiefelhagen, R.[Rainer], Bernardin, K.[Keni], Bowers, R.[Rachel], Rose, R.T.[R. Travis], Michel, M.[Martial], Garofolo, J.[John],
The CLEAR 2007 Evaluation,
MTPH07(xx-yy).
Springer DOI Link 0705
BibRef

Zhang, W.D.[Wei-Dong], Chen, F.[Feng], Xu, W.L.[Wen-Li], Du, Y.T.[You-Tian],
Hierarchical group process representation in multi-agent activity recognition,
SP:IC(23), No. 10, November 2008, pp. 739-753,.
Elsevier DOI Link
WWW Version. 0804
Multi-agent activity recognition; Dynamic Bayesian network; Multi-channel setting; Hierarchical representation BibRef

Kobayashi, T.[Takumi], Otsu, N.[Nobuyuki],
Three-way auto-correlation approach to motion recognition,
PRL(30), No. 3, 1 February 2009, pp. 212-221.
Elsevier DOI Link
WWW Version. 0804
BibRef
Earlier:
Action and simultaneous multiple-person identification using cubic higher-order local auto-correlation,
ICPR04(IV: 741-744).
IEEE DOI Link 0409
Three-way data analysis; Motion feature extraction; Local auto-correlation; Gesture recognition; Gait recognition BibRef

Ishihara, T., Otsu, N.,
Gesture recognition using auto-regressive coefficients of higher-order local auto-correlation features,
AFGR04(583-588).
IEEE Abstract. IEEE Top Reference. 0411
BibRef

Shimohata, Y.[Yasuyuki], Otsu, N.[Nobuyuki],
Real-time and Simultaneous Recognition of Multiple Moving Objects Using Cubic Higher-order Local Auto-Correlation,
Southwest08(49-52).
IEEE DOI Link 0803
BibRef

Ryoo, M.S., Aggarwal, J.K.,
Semantic Representation and Recognition of Continued and Recursive Human Activities,
IJCV(82), No. 1, April 2009, pp. xx-yy.
Springer DOI Link 0902
BibRef
And:
Recognition of High-level Group Activities Based on Activities of Individual Members,
Motion08(1-8).
IEEE DOI Link 0801
BibRef
Earlier:
Hierarchical Recognition of Human Activities Interacting with Objects,
SLAM07(1-8).
IEEE DOI Link 0706
BibRef
Earlier:
Semantic Understanding of Continued and Recursive Human Activities,
ICPR06(I: 379-378).
WWW Version. 0609
BibRef
And:
Recognition of Composite Human Activities through Context-Free Grammar Based Representation,
CVPR06(II: 1709-1718).
IEEE DOI Link 0606
BibRef

Ryoo, M.S., Aggarwal, J.K.,
Stochastic representation and recognition of high-level group activities: Describing structural uncertainties in human activities,
SIG09(11-11).
IEEE DOI Link 0906
BibRef
Earlier:
Human activities: Handling uncertainties using fuzzy time intervals,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef
And:
Observe-and-explain: A new approach for multiple hypotheses tracking of humans and objects,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Ma, Y.Q.[Yun-Qian], Cisar, P.[Petr], Kembhavi, A.[Aniruddha],
Motion segmentation and activity representation in crowds,
IJIST(19), No. 2, June 2009, pp. 80-90.
WWW Version. 0905
BibRef

Ma, Y.Q.[Yun-Qian], Cisar, P.[Petr],
Activity Representation in Crowd,
SSPR08(107-116).
Springer DOI Link 0812
BibRef

Ma, Y.Q.[Yun-Qian], Cisar, P.[Petr],
Event detection using local binary pattern based dynamic textures,
VCL-ViSU09(38-44).
IEEE DOI Link 0906
BibRef

Egashira, H.[Hiroaki], Shimada, A.[Atsushi], Arita, D.[Daisaku], Taniguchi, R.I.[Rin-Ichiro],
Vision-Based Motion Capture of Interacting Multiple People,
CIAP09(451-460).
Springer DOI Link 0909
BibRef

Yu, T.[Ting], Lim, S.N.[Ser-Nam], Patwardhan, K.[Kedar], Krahnstoever, N.[Nils],
Monitoring, recognizing and discovering social networks,
CVPR09(1462-1469).
IEEE DOI Link 0906
From video. Recognize faces, and interactions. BibRef

Li, R.N.[Ruo-Nan], Chellappa, R.[Rama], Zhou, S.H.K.[Shao-Hua Kevin],
Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition,
CVPR09(2450-2457).
IEEE DOI Link 0906
BibRef

Li, Y.[Yuan], Huang, C.[Chang], Nevatia, R.[Ram],
Learning to associate: HybridBoosted multi-target tracker for crowded scene,
CVPR09(2953-2960).
IEEE DOI Link 0906
BibRef

Shivappa, S.T.[Shankar T.], Trivedi, M.M.[Mohan M.], Rao, B.D.[Bhaskar D.],
Hierarchical audio-visual cue integration framework for activity analysis in intelligent meeting rooms,
VCL-ViSU09(107-114).
IEEE DOI Link 0906
BibRef

Poel, M.[Mannes], Poppe, R.[Ronald], Nijholt, A.[Anton],
Meeting behavior detection in smart environments: Nonverbal cues that help to obtain natural interaction,
FG08(1-6).
IEEE DOI Link 0809
BibRef

Ihaddadene, N.[Nacim], Djeraba, C.[Chabane],
Real-time crowd motion analysis,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Xu, L.Q.[Li-Qun], Anjulan, A.[Arasanathan],
Relating 'Pace' to Activity Changes in Mono- and Multi-camera Surveillance Videos,
AVSBS09(104-109).
IEEE DOI Link 0909
BibRef

Xu, L.Q.[Li-Qun], Anjulan, A.[Arasanathan],
Crowd behaviours analysis in dynamic visual scenes of complex environment,
ICIP08(9-12).
IEEE DOI Link 0810
BibRef

Sim, C.H.[Chern-Horng], Rajmadhan, E.[Ekambaram], Ranganath, S.[Surendra],
Using color bin images for crowd detections,
ICIP08(1468-1471).
IEEE DOI Link 0810
BibRef

Zhan, B., Remagnino, P., Monekosso, N., Velastin, S.A.,
Self-Organizing Maps for the Automatic Interpretation of Crowd Dynamics,
ISVC08(I: 440-449).
Springer DOI Link 0812
BibRef

Sharif, M.H.[M. Haidar], Ihaddadene, N.[Nacim], Djeraba, C.[Chabane],
Covariance Matrices for Crowd Behaviour Monitoring on the Escalator Exits,
ISVC08(II: 470-481).
Springer DOI Link 0812
BibRef

Kratz, L.[Louis], Nishino, K.[Ko],
Anomaly detection in extremely crowded scenes using spatio-temporal motion pattern models,
CVPR09(1446-1453).
IEEE DOI Link 0906
BibRef
Earlier:
Spatio-temporal motion pattern modeling of extremely crowded scenes,
MLMotion08(xx-yy). 0810
BibRef

Hu, M.[Min], Ali, S.[Saad], Shah, M.[Mubarak],
Detecting global motion patterns in complex videos,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef
And:
Learning motion patterns in crowded scenes using motion flow field,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef

Ali, S.[Saad], Shah, M.[Mubarak],
Floor Fields for Tracking in High Density Crowd Scenes,
ECCV08(II: 1-14).
Springer DOI Link 0810
BibRef

Brutti, A.[Alessio],
A Person Tracking System for CHIL Meetings,
MTPH07(xx-yy).
Springer DOI Link 0705
BibRef

Burger, S.[Susanne],
The CHIL RT07 Evaluation Data,
MTPH07(xx-yy).
Springer DOI Link 0705
Dataset, Activity Recogniton. BibRef

Zhou, Y.[Yue], Yan, S.C.[Shui-Cheng], Huang, T.S.[Thomas S.],
Pair-activity classification by bi-trajectories analysis,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Zhou, Y.[Yue], Huang, T.S.[Thomas S.],
'Bag of segments' for motion trajectory analysis,
ICIP08(757-760).
IEEE DOI Link 0810
BibRef

Cheng, H.[Hui], Yang, C.J.[Chang-Jiang], Han, F.[Feng], Sawhney, H.[Harpreet],
HO2: A new feature for multi-agent event detection and recognition,
CVPR4HB08(1-8).
IEEE DOI Link 0806
BibRef

Swears, E.[Eran], Hoogs, A.J.[Anthony J.], Perera, A.G.A.[A.G. Amitha],
Learning Motion Patterns in Surveillance Video using HMM Clustering,
Motion08(1-8).
IEEE DOI Link 0801
BibRef

Hoogs, A.J.[Anthony J.], Bush, S.[Steve], Brooksby, G.[Glen], Perera, A.G.A.[A.G. Amitha], Dausch, M.[Mark], Krahnstoever, N.O.[Nils O.],
Detecting Semantic Group Activities Using Relational Clustering,
Motion08(1-8).
IEEE DOI Link 0801
BibRef

Jeon, Y., and Rybski, P.,
Analysis of a Spatio-Temporal Clustering Algorithm for Counting People in a Meeting,
CMU-RI-TR-06-04, January, 2006.
WWW Version. BibRef 0601

de la Torre Frade, F., Vallespi-Gonzalez, C., Rybski, P., Veloso, M.[Manuela], and Kanade, T.,
Omnidirectional Video Capturing, Multiple People Tracking and Identification for Meeting Monitoring,
CMU-RI-TR-05-04, January, 2005.
WWW Version. BibRef 0501

Ke, Y.[Yan],
Volumetric Features for Video Event Detection,
CMU-CS-08-113, March 2008. BibRef 0803 Ph.D.Thesis, March 2008.
HTML Version. BibRef

Ke, Y.[Yan], Sukthankar, R.[Rahul], Hebert, M.[Martial],
Event Detection in Crowded Videos,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef
Earlier:
Spatio-temporal Shape and Flow Correlation for Action Recognition,
VS07(1-8).
IEEE DOI Link 0706
BibRef
Earlier:
Efficient Visual Event Detection Using Volumetric Features,
ICCV05(I: 166-173).
IEEE DOI Link 0510
Using 3-D volume features, not just 2-D boxes in event detection BibRef

Banks, B., Jackson, G., Helly, J., Chin, D., Smith, T.J., Schmidt, A., Brewer, P., Medd, R., Masters, D., Burger, A., Krebs, W.K.,
Using behavior analysis algorithms to anticipate security threats before they impact mission critical operations,
AVSBS07(307-312).
IEEE DOI Link 0709
BibRef

French, A.P., Naeem, A., Dryden, I.L., Pridmore, T.P.,
Using social effects to guide tracking in complex scenes,
AVSBS07(212-217).
IEEE DOI Link 0709
BibRef

Kolano, P.Z.[Paul Z.],
A Scalable Aural-Visual Environment for Security Event Monitoring, Analysis, and Response,
ISVC07(I: 564-575).
Springer DOI Link 0711
BibRef

Mecocci, A.[Alessandro], Micheli, F.[Francesco],
Real-Time Automatic Detection of Violent-Acts by Low-Level Colour Visual Cues,
ICIP07(I: 345-348).
IEEE DOI Link 0709
BibRef

Blunsden, S.[Scott], Andrade, E.[Ernesto], Fisher, R.B.[Robert B.],
Non Parametric Classification of Human Interaction,
IbPRIA07(II: 347-354).
Springer DOI Link 0706
BibRef

Hajder, L.[Levente],
Grouping of Articulated Objects with Common Axis,
CAIP07(109-116).
Springer DOI Link 0708
BibRef

Nguyen, N.T., Venkatesh, S., Bui, H.H.,
Recognising Behaviours of Multiple People with Hierarchical Probabilistic Model and Statistical Data Association,
BMVC06(III:1239).
PDF Version. 0609
BibRef

Zhang, W.D.[Wei-Dong], Chen, F.[Feng], Xu, W.L.[Wen-Li], Cao, Z.S.[Zi-Sheng],
Decomposition in Hidden Markov Models for Activity Recognition,
MCAM07(232-241).
Springer DOI Link 0706
BibRef

Du, Y.[Youtian], Chen, F.[Feng], Xu, W.L.[Wen-Li], Li, Y.B.[Yong-Bin],
Recognizing Interaction Activities using Dynamic Bayesian Network,
ICPR06(I: 618-621).
WWW Version. 0609
BibRef

Andrade, E.L.[Ernesto L.], Blunsden, S.[Scott], Fisher, R.B.[Robert B.],
Modelling Crowd Scenes for Event Detection,
ICPR06(I: 175-178).
WWW Version. 0609
BibRef

Andrade, E.L.[Ernesto L.], Blunsden, S.[Scott], Fisher, R.B.[Robert B.],
Hidden Markov Models for Optical Flow Analysis in Crowds,
ICPR06(I: 460-463).
WWW Version. 0609
BibRef

Wang, Y.[Ying], Hou, X.W.[Xin-Wen], Tan, T.N.[Tie-Niu],
Recognize Multi-people Interaction Activity by PCA-HMMs,
ACCV06(I:160-169).
Springer DOI Link 0601
BibRef

Utsumi, A.[Akira], Yamazoe, H.[Hirotake], Hosaka, K.I.[Ken-Ichi], Igi, S.[Seiji],
Human Distribution Estimation Using Shape Projection Model Based on Multiple-Viewpoint Observations,
ACCV06(I:797-806).
Springer DOI Link 0601
BibRef

Marana, A.N., Cavenaghi, M.A., Ulson, R.S., Drumond, F.L.,
Real-Time Crowd Density Estimation Using Images,
ISVC05(355-362).
Springer DOI Link 0512
BibRef

Ngoc, H.B.B.[Huy-Binh Bui], Bremond, F., Thonnat, M., Faure, J.C.,
Shape recognition based on a video and multi-sensor system,
AVSBS05(230-235).
IEEE DOI Link 0602
for interacting people. BibRef

Cupillard, F., Bremond, F., Thonnat, M.,
Group behavior recognition with multiple cameras,
WACV02(177-183).
IEEE Abstract. IEEE Top Reference. 0303
BibRef

Zhan, B., Remagnino, P., Velastin, S.A.,
Mining Paths of Complex Crowd Scenes,
ISVC05(126-133).
Springer DOI Link 0512
BibRef

Aggarwal, J.K.,
Understanding of human motion, actions and interactions,
AVSBS05(650-650).
IEEE DOI Link 0602
BibRef

Hung, H., Gong, S.,
Detecting and quantifying unusual interactions by correlating salient motion,
AVSBS05(46-51).
IEEE DOI Link 0602
BibRef

Chen, D.T.[Da-Tong], Yang, J.[Jie], Wactlar, H.[Howard],
A Study of Detecting Social Interaction with Sensors in a Nursing Home Environment,
CVHCI05(199).
Springer DOI Link 0601
BibRef

Al-Hames, M.[Marc], Lenz, C.[Claus], Reiter, S.[Stephan], Schenk, J.[Joachim], Wallhoff, F.[Frank], Rigoll, G.[Gerhard],
Robust Multi-Modal Group Action Recognition in Meetings from Disturbed Videos with the Asynchronous Hidden Markov Model,
ICIP07(II: 213-216).
IEEE DOI Link 0709
See also Submotions for Hidden Markov Model Based Dynamic Facial Action Recognition. BibRef

Al-Hames, M., Rigoll, G.,
A Multi-Modal Graphical Model for Robust Recognition of Group Actions in Meetings from Disturbed Videos,
ICIP05(III: 421-424).
IEEE DOI Link 0512
BibRef

Wallhqff, F., Zobl, M., Rigoll, G.,
Action segmentation and recognition in meeting room scenarios,
ICIP04(IV: 2223-2226).
IEEE DOI Link 0505
BibRef

Zobl, M., Laika, A., Wallhoff, F., Rigoll, G.,
Recognition of partly occluded person actions in meeting scenarios,
ICIP04(I: 333-336).
IEEE DOI Link 0505
BibRef

Beleznai, C.[Csaba], Bischof, H.[Horst],
Fast human detection in crowded scenes by contour integration and local shape estimation,
CVPR09(2246-2253).
IEEE DOI Link 0906
BibRef

Beleznai, C.[Csaba], Fruhstuck, B.[Bernhard], Bischof, H.[Horst],
Human detection in groups using a fast mean shift procedure,
ICIP04(I: 349-352).
IEEE DOI Link 0505
BibRef

Reisman, P., Mano, O., Avidan, S., Shashua, A.,
Crowd detection in video sequences,
IVS04(66-71).
IEEE Abstract. IEEE Top Reference. 0411
BibRef

Ruiz del Solar, J.[Javier], Shats, A., Verschae, R.,
Real-time tracking of multiple persons,
CIAP03(109-114).
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Jug, M.[Marko], Per, J.[Janez], Deman, B.[Branko], Kovai, S.[Stanislav],
Trajectory Based Assessment of Coordinated Human Activity,
CVS03(534 ff).
HTML Version. 0306
BibRef

Choudhury, T.[Tanzeem],
Sensing and Modeling Human Networks,
Vismod-TR573, August 2003 BibRef 0308 Ph.D.Thesis, MIT, 2003.
HTML Version. BibRef

Datta, A., Shah, M.[Mubarak], da Vitoria Lobo, N.,
Person-on-person violence detection in video data,
ICPR02(I: 433-438).
IEEE DOI Link 0211
BibRef

Hosie, R.[Robin], Venkatesh, S.[Svetha], West, G.A.W.[Geoff A.W.],
Classifying and Detecting Group Behaviour from Visual Surveillance Data,
ICPR98(Vol I: 602-604).
IEEE DOI Link 9808
BibRef

Dever, J., da Vitoria Lobo, N., Shah, M.[Mubarak],
Automatic visual recognition of armed robbery,
ICPR02(I: 451-455).
IEEE DOI Link 0211
BibRef

Möller, B., Posch, S.,
Analysis of Object Interactions in Dynamic Scenes,
DAGM02(361 ff.).
HTML Version. 0303
BibRef

Haritaoglu, I., Flickner, M.D.,
Detection and Tracking of Shopping Groups in Stores,
CVPR01(I:431-438).
IEEE Abstract. IEEE Top Reference. 0110
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Human Activities, Sports, Planned Activities .