16.7.4.5 Detecting Human Actions, Human Activities, Human Behavior

Chapter Contents (Back)
Activity Recognition. Human Actions. Human Motion. See also Tracking Animals, Animal Gait. See also Surveillance, Human Motion, Surveys, Reviews, Overviews, Representations.

Ayers, D.[Douglas], Shah, M.[Mubarak],
Monitoring human behavior from video taken in an office environment,
IVC(19), No. 12, October 2001, pp. 833-846.
WWW Version. 0110 BibRef
Earlier:
Recognizing Human Actions in a Static Room,
WACV98(42-47).
IEEE Abstract. IEEE Top Reference. 9809 BibRef

Ayers, D.[Douglas], Chellappa, R.[Rama],
Scenario Recognition from Video Using a Hierarchy of Dynamic Belief Networks,
ICPR00(Vol I: 835-838).
WWW Version.
HTML Version. 0009 BibRef

Shah, M.[Mubarak],
Understanding human behavior from motion imagery,
MVA(14), No. 4, September 2003, pp. 210-214.
WWW Version. 0309 BibRef

Shah, M.[Mubarak],
Recognizing human actions,
VSSN05(1-2).
WWW Version. 0511 BibRef

Psarrou, A.[Alexandra], Gong, S.G.[Shao-Gang], Walter, M.[Michael],
Recognition of human gestures and behaviour based on motion trajectories,
IVC(20), No. 5-6, 15 April 2002, pp. 349-358.
WWW Version.
HTML Version. 0204 BibRef
Earlier: A3, A1, A2:
An Incremental Approach Towards Automatic Model Acquisition for Human Gesture Recognition,
HUMO00(39-46).
IEEE Top Reference. 0010 BibRef
Earlier: A3, A1, A2:
Learning Prior Knowledge and Observation Augmented Density Models for Human Behaviour Recognition,
BMVC99(Modelling Human Behaviour). BibRef
Earlier: A2, A3, A1:
Recognition of Temporal Structures: Learning Prior and Propagating Observation Augmented Densities via Hidden Markov States,
ICCV99(157-162).
WWW Version. BibRef

Walter, M., Psarrou, A., Gong, S.G.,
Data Driven Model Acquisition using Minimum Description Length,
BMVC01(Session 8: Modelling Behaviour).
HTML Version. 0110 BibRef
Earlier: A1, A3, A2:
Stochastic Temporal Models of Human Activities,
MPeople99(xx-yy). University of Westminster BibRef

Bobick, A.F.[Aaron F.], Davis, J.W.[James W.],
The Recognition of Human Movement Using Temporal Templates,
PAMI(23), No. 3, March 2001, pp. 257-267.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0103 BibRef
Earlier:
Action Recognition Using Temporal Templates,
MBR97(Chapter 6). BibRef
Earlier:
Real-Time Recognition of Activity Using Temporal Templates,
WACV96(39-42).
IEEE Abstract. IEEE Top Reference. 9609 BibRef
And: Vismod-386, 1997.
HTML Version. and
Postscript Version. A temporal template: a vector image where the value at each point is a funciton of the motion properties at the corresponding location in the image sequence. MIT BibRef

Davis, J.W., Bobick, A.F.,
The Representation and Recognition of Action Using Temporal Templates,
CVPR97(928-934).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704 BibRef
And: Vismod--402, 1997.
HTML Version. and
Postscript Version. Actions (human motion). Templates. BibRef

Bobick, A.F., Davis, J.W.,
An Appearance-Based Representation of Action,
ICPR96(I: 307-312).
WWW Version. 9608(MIT Media Lab, USA) BibRef

Davis, J.W.[James W.],
Hierarchical Motion History Images for Recognizing Human Motion,
EventVideo01(39-46).
WWW Version. 0106 BibRef

Davis, J.W.[James W.],
Appearance-Based Motion Recognition of Human Actions,
Vismod-387, 1996, M.S. Thesis Index on the spatial distribution of motion energy.
HTML Version. and
Postscript Version. BibRef 9600

Davis, J.W.[James W.],
Sequential Reliable-Inference for Rapid Detection of Human Actions,
EventVideo04(111).
HTML Version. 0502 BibRef

Ben-Arie, J.[Jezekiel], Wang, Z.[Zhiqian], Pandit, P.[Purvin], Rajaram, S.[Shyamsundar],
Human Activity Recognition Using Multidimensional Indexing,
PAMI(24), No. 8, August 2002, pp. 1091-1104.
IEEE Abstract. IEEE Top Reference. 0208 BibRef

Ben-Arie, J.[Jezekiel], Pandit, P.[Purvin], and Rajaram, S.[Shyamsundar],
View-Based Human Activity Recognition by Indexing and Sequencing,
CVPR01(II:78-83).
IEEE Abstract. IEEE Top Reference. 0110Activities from a spare (sampled) set of poses. BibRef

Rao, C.[Cen], Yilmaz, A.[Alper], Shah, M.[Mubarak],
View-Invariant Representation and Recognition of Actions,
IJCV(50), No. 2, November 2002, pp. 203-226.
WWW Version. Or:
PDF Version. 0210 BibRef

Rao, C.[Cen], Shah, M.[Mubarak],
View-Invariance in Action Recognition,
CVPR01(II:316-322).
IEEE Abstract. IEEE Top Reference. 0110 BibRef
And:
View-Invariant Representation and Learning of Human Action,
EventVideo01(55-63).
WWW Version. 0106 BibRef

Rao, C.[Cen], Gritai, A., Shah, M.[Mubarak], Syeda-Mahmood, T.F.,
View-invariant alignment and matching of video sequences,
ICCV03(939-945).
WWW Version. 0311Establish temporal correspondence between videos. BibRef

Yilmaz, A.[Alper], Shah, M.[Mubarak],
Matching actions in presence of camera motion,
CVIU(103), No. 2-3, November-December 2006, pp. 221-231.
WWW Version. 0611 BibRef
Earlier:
Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras,
ICCV05(I: 150-157).
WWW Version. 0510 BibRef
Earlier:
Actions Sketch: A Novel Action Representation,
CVPR05(I: 984-989).
WWW Version. 0507Action recognition; Epipolar geometry; Video; Action retrieval; Moving camera BibRef

Yilmaz, A.[Alper], Shah, M.[Mubarak],
A differential geometric approach to representing the human actions,
CVIU(109), No. 3, March 2008, pp. 335-351.
WWW Version. 0802Human Actions; Differential geometry; Epipolar geometry; Action representation; Action recognition BibRef

Gong, S.G.[Shao-Gang], Ng, J.[Jeffrey], Sherrah, J.[Jamie],
On the semantics of visual behaviour, structured events and trajectories of human action,
IVC(20), No. 12, October 2002, pp. 873-888.
WWW Version. 0210 BibRef

Ng, J., Gong, S.G.[Shao-Gang],
On the binding mechanism of synchronised visual events,
Motion02(112-117).
IEEE Abstract. IEEE Top Reference. 0303 BibRef

Sherrah, J.[Jamie], Gong, S.G.[Shao-Gang],
Continuous Global Evidence-Based Bayesian Modality Fusion for Simultaneous Tracking of Multiple Objects,
ICCV01(II: 42-49).
WWW Version. 0106 BibRef

Yeung, D.Y.[Dit-Yan], Ding, Y.X.[Yu-Xin],
Host-based intrusion detection using dynamic and static behavioral models,
PR(36), No. 1, January 2003, pp. 229-243.
WWW Version. 0210 BibRef

Rosales, R.[Rómer], Sclaroff, S.[Stan],
A framework for heading-guided recognition of human activity,
CVIU(91), No. 3, September 2003, pp. 335-367.
WWW Version. 0310 BibRef
Earlier:
3D Trajectory Recovery for Tracking Multiple Objects and Trajectory-Guided Recognition of Actions,
CVPR99(II: 117-123).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

Morellas, V., Pavlidis, I., Tsiamyrtzis, P.,
DETER: Detection of events for threat evaluation and recognition,
MVA(15), No. 1, October 2003, pp. 29-45.
WWW Version. 0310 BibRef

Pavlidis, I.[Ioannis], Morellas, V.[Vassilios],
Cooperative camera network,
US_Patent7,149,325, December 12, 2006.
WWW Version. BibRef 0612

Masoud, O.[Osama], Papanikolopoulos, N.P.[Nikos P.],
A method for human action recognition,
IVC(21), No. 8, August 2003, pp. 729-743.
WWW Version. 0307 BibRef
Earlier:
Recognizing human activities,
AVSBS03(157-162).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Davis, J.W.[James W.], Gao, H.[Hui],
An expressive three-mode principal components model of human action style,
IVC(21), No. 11, October 2003, pp. 1001-1016.
WWW Version. 0310 BibRef
Earlier:
Recognizing human action efforts: An adaptive three-mode PCA framework,
ICCV03(1463-1469).
WWW Version. 0311 BibRef

Davis, J.W., Gao, H.[Hui], Kannappan, V.S.,
A three-mode expressive feature model of action effort,
Motion02(139-144).
IEEE Abstract. IEEE Top Reference. 0303How much effort is required for the action. BibRef

Parameswaran, V.[Vasu], Chellappa, R.[Rama],
Human action-recognition using mutual invariants,
CVIU(98), No. 2, May 2005, pp. 294-324.
WWW Version. 0501 BibRef

Parameswaran, V.[Vasu], Chellappa, R.[Rama],
View Invariance for Human Action Recognition,
IJCV(66), No. 1, January 2006, pp. 83-101.
WWW Version. 0601 BibRef
Earlier:
View invariants for human action recognition,
CVPR03(II: 613-619).
IEEE Abstract. IEEE Top Reference. 0307 BibRef
Earlier:
Quasi-invariants for human action representation and recognition,
ICPR02(I: 307-310).
WWW Version. 0211 BibRef

Branzan Albu, A.[Alexandra], Yazdi, M.[Mehran], Bergevin, R.[Robert],
Detection of cyclic human activities based on the morphological analysis of the inter-frame similarity matrix,
RealTimeImg(11), No. 3, June 2005, pp. 219-232.
WWW Version. 0508 BibRef
Earlier: A2, A1, A3:
Morphological analysis of spatio-temporal patterns for the segmentation of cyclic human activities,
ICPR04(IV: 240-243).
WWW Version. 0409 BibRef

Branzan Albu, A., Bergevin, R., Quirion, S.,
Generic temporal segmentation of cyclic human motion,
PR(41), No. 1, January 2008, pp. 6-21.
WWW Version. 0710Human motion analysis; Periodicity analysis; Temporal segmentation BibRef

Jean, F.[Frederic], Bergevin, R.[Robert], Branzan Albu, A.[Alexandra],
Computing View-normalized Body Parts Trajectories,
CRV07(89-96).
WWW Version. 0705 BibRef

Jean, F.[Frederic], Bergevin, R.[Robert], Branzan Albu, A.[Alexandra],
Body Tracking in HumanWalk from Monocular Video Sequences,
CRV05(144-151).
WWW Version. 0505 BibRef

McKenna, S.J.[Stephen J.], Nait-Charif, H.[Hammadi],
Summarising Contextual Activity and Detecting Unusual Inactivity in a Supportive Home Environment,
PAA(7), No. 4, December 2004, pp. 386-401.
PDF Version. BibRef 0412
Earlier: A2, A1:
Activity summarisation and fall detection in a supportive home environment,
ICPR04(IV: 323-326).
WWW Version. 0409 BibRef

Peursum, P.[Patrick], Bui, H.H.[Hung H.], Venkatesh, S.[Svetha], West, G.A.W.[Geoff A.W.],
Robust Recognition and Segmentation of Human Actions Using HMMs with Missing Observations,
JASP(2005), No. 13, 2005, pp. 2110-2126.
WWW Version. 0603 BibRef
Earlier:
Human action segmentation via controlled use of missing data in HMMs,
ICPR04(IV: 440-445).
WWW Version. 0409 BibRef

Peursum, P.[Patrick], Venkatesh, S.[Svetha], West, G.A.W.[Geoff A.W.],
Tracking-as-Recognition for Articulated Full-Body Human Motion Analysis,
CVPR07(1-8).
WWW Version. 0706 BibRef

Peursum, P.[Patrick], Venkatesh, S.[Svetha], West, G.A.W.[Geoff A.W.],
Observation-Switching Linear Dynamic Systems for Tracking Humans Through Unexpected Partial Occlusions by Scene Objects,
ICPR06(IV: 929-934).
WWW Version. 0609 BibRef

Peursum, P.[Patrick], West, G.A.W.[Geoff A.W.], Venkatesh, S.[Svetha],
Combining Image Regions and Human Activity for Indirect Object Recognition in Indoor Wide-Angle Views,
ICCV05(I: 82-89).
WWW Version. 0510 BibRef

Truyen, T.T.[Tran The], Phung, D.Q.[Dinh Q.], Venkatesh, S.[Svetha], Bui, H.H.[Hung H.],
AdaBoost.MRF: Boosted Markov Random Forests and Application to Multilevel Activity Recognition,
CVPR06(II: 1686-1693).
WWW Version. 0606 BibRef

Oikonomopoulos, A., Patras, I., Pantic, M.,
Spatiotemporal salient points for visual recognition of human actions,
SMC-B(36), No. 3, June 2006, pp. 710-719.
WWW Version. 0606 BibRef
And:
Kernel-based Recognition of Human Actions Using Spatiotemporal Salient Points,
V4HCI06(151).
WWW Version. 0609 BibRef

Ward, J.A., Lukowicz, P.[Paul], Troster, G.[Gerhard], Starner, T.E.,
Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers,
PAMI(28), No. 10, October 2006, pp. 1553-1567.
WWW Version. 0609Tracking hand and sound to provide feedback to assembly and maintenance workers. BibRef

Junker, H.[Holger], Amft, O.[Oliver], Lukowicz, P.[Paul], Troster, G.[Gerhard],
Gesture spotting with body-worn inertial sensors to detect user activities,
PR(41), No. 6, June 2008, pp. 2010-2024.
WWW Version. 0802Natural gesture segmentation; Gesture spotting; Activity recognition; Automatic dietary monitoring; Event detection BibRef

Robertson, N.[Neil], Reid, I.D.[Ian D.],
A general method for human activity recognition in video,
CVIU(103), No. 2-3, November-December 2006, pp. 232-248.
WWW Version. 0611 BibRef
Earlier:
Behaviour Understanding in Video: A Combined Method,
ICCV05(I: 808-815).
WWW Version. 0510Visual surveillance; Human activity recognition; Video annotation BibRef

Lu, S.J.[Si-Jun], Zhang, J.[Jian], Feng, D.D.[David Dagan],
Detecting unattended packages through human activity recognition and object association,
PR(40), No. 8, August 2007, pp. 2173-2184.
WWW Version. 0704 BibRef
A Knowledge-Based Approach for Detecting Unattended Packages in Surveillance Video,
AVSBS06(110-110).
WWW Version. 0611Unattended package; Human activity recognition; Eigen-features; SVM; HMM BibRef

Lu, S.J.[Si-Jun], Zhang, J.[Jian], Feng, D.D.[David Dagan],
An efficient method for detecting ghost and left objects in surveillance video,
AVSBS07(540-545).
WWW Version. 0709 BibRef

Wang, L.[Liang], Suter, D.[David],
Learning and Matching of Dynamic Shape Manifolds for Human Action Recognition,
IP(16), No. 6, June 2007, pp. 1646-1661.
WWW Version. 0706 BibRef
Earlier:
Analyzing Human Movements from Silhouettes Using Manifold Learning,
AVSBS06(7-7).
WWW Version. 0611 BibRef
And:
Informative Shape Representations for Human Action Recognition,
ICPR06(II: 1266-1269).
WWW Version. 0609 BibRef

Wang, L.[Liang], Suter, D.[David],
Visual learning and recognition of sequential data manifolds with applications to human movement analysis,
CVIU(110), No. 2, May 2008, pp. 153-172.
WWW Version. 0804Human movement analysis; Locality preserving projection; Gaussian mixture models; Hausdorff distance; Hidden Markov models BibRef

Laptev, I.[Ivan], Caputo, B.[Barbara], Schuldt, C.[Christian], Lindeberg, T.[Tony],
Local velocity-adapted motion events for spatio-temporal recognition,
CVIU(108), No. 3, December 2007, pp. 207-229.
WWW Version. 0711Motion; Local features; Motion descriptors; Matching; Velocity adaptation; Action recognition; Learning; SVM BibRef

Schuldt, C., Laptev, I., Caputo, B.,
Recognizing human actions: a local SVM approach,
ICPR04(III: 32-36).
WWW Version. 0409 Dataset, Actions.
WWW Version. BibRef

Nascimento, J.C., Figueiredo, M.A.T., Marques, J.S.,
Independent increment processes for human motion recognition,
CVIU(109), No. 2, February 2008, pp. 126-138.
WWW Version. 0711 BibRef
Earlier:
On-Line Classification of Human Activities,
IbPRIA07(II: 444-451).
WWW Version. 0706 BibRef
Earlier:
Recognition of Human Activities Using Space Dependent Switched Dynamical Models,
ICIP05(III: 852-855).
WWW Version. 0512Surveillance; Human motion; Activity recognition; Independent increment processes; Minimum description length BibRef

Chung, P.C.[Pau-Choo], Liu, C.D.[Chin-De],
A daily behavior enabled hidden Markov model for human behavior understanding,
PR(41), No. 5, May 2008, pp. 1589-1597.
WWW Version. 0711Behavior recognition; Duration HMM; Hierarchical HMM; Context BibRef

Ahmad, M.[Mohiuddin], Lee, S.W.[Seong-Whan],
Human action recognition using shape and CLG-motion flow from multi-view image sequences,
PR(41), No. 7, July 2008, pp. 2237-2252.
WWW Version. 0804 BibRef
Earlier:
HMM-based Human Action Recognition Using Multiview Image Sequences,
ICPR06(I: 263-266).
WWW Version. 0609 BibRef
And:
Human Action Recognition Using Multi-View Image Sequences Features,
FGR06(523-528).
WWW Version. 0604Action recognition; Action matrix; Combined local-global (CLG) optic flow; Invariant Zernike moments; Multi-view image sequence; Multidimensional hidden Markov model (MDHMM) BibRef

Yang, J.[Jeonghwa], Schilit, B.N.[Bill N.], McDonald, D.W.[David W.],
Activity Recognition for the Digital Home,
Computer(41), No. 4, April 2008, pp. 102-104.
WWW Version. 0804 BibRef

Hahn, M.[Markus], Krüger, L.[Lars], Wöhler, C.[Christian],
3D Action Recognition and Long-Term Prediction of Human Motion,
CVS08(xx-yy).
WWW Version. 0805 BibRef


Carter, N.L.[Nicholas L.], Ferryman, J.M.[James M.],
The SAFEE On-Board Threat Detection System,
CVS08(xx-yy).
WWW Version. 0805 BibRef

Seo, Y., and Sycara, K.,
Combining multiple hypotheses for identifying human activities,
CMU-RI-TR-06-31, May, 2006.
WWW Version. BibRef 0605

Colombo, C., Comanducci, D., del Bimbo, A.,
Compact representation and probabilistic classification of human actions in videos,
AVSBS07(342-346).
WWW Version. 0709 BibRef

Vishwakarma, V.[Vinay], Mandal, C.[Chittaranjan], Sural, S.[Shamik],
Automatic Detection of Human Fall in Video,
PReMI07(616-623).
WWW Version. 0712 BibRef

Ali, S.[Saad], Basharat, A.[Arslan], Shah, M.[Mubarak],
Chaotic Invariants for Human Action Recognition,
ICCV07(1-8).
WWW Version. 0710 BibRef

Wu, J.X.[Jian-Xin], Osuntogun, A.[Adebola], Choudhury, T.[Tanzeem], Philipose, M.[Matthai], Rehg, J.M.[James M.],
A Scalable Approach to Activity Recognition based on Object Use,
ICCV07(1-8).
WWW Version. 0710 BibRef

Laptev, I.[Ivan], Perez, P.[Patrick],
Retrieving actions in movies,
ICCV07(1-8).
WWW Version. 0710 BibRef

Cermak, G.[Grant], Keyzer, K.[Karl],
Unsupervised Intrusion Detection Using Color Images,
ISVC07(II: 770-780).
WWW Version. 0711 BibRef

Tavakkoli, A.[Alireza], Kelley, R.[Richard], King, C.[Christopher], Nicolescu, M.[Mircea], Nicolescu, M.[Monica], Bebis, G.N.[George N.],
A Vision-Based Architecture for Intent Recognition,
ISVC07(II: 173-182).
WWW Version. 0711 BibRef

Ribeiro, P.C.[Pedro Canotilho], Moreno, P.[Plinio], Santos-Victor, J.[José],
Boosting with Temporal Consistent Learners: An Application to Human Activity Recognition,
ISVC07(I: 464-475).
WWW Version. 0711 BibRef

Hochuli, A.G., Oliveira, L.E.S., Britto, A.S., Koerich, A.L.,
Detection and Classification of Human Movements in Video Scenes,
PSIVT07(678-691).
WWW Version. 0712 BibRef

Damen, D., Hogg, D.C.,
Associating People Dropping off and Picking up Objects,
BMVC07(xx-yy).
PDF Version. 0709 BibRef

Patron, A., Reid, I.D.,
A Probabilistic Framework for Recognizing Similar Actions using Spatio-Temporal Features,
BMVC07(xx-yy).
PDF Version. 0709 BibRef

Malik, J.[Jitendra],
Recognition and synthesis of human actions from video,
VMV04(189). 0411 BibRef

Danafar, S.[Somayeh], Gheissari, N.[Niloofar],
Action Recognition for Surveillance Applications Using Optic Flow and SVM,
ACCV07(II: 457-466).
WWW Version. 0711 BibRef

Huang, F.Y.[Fei-Yue], Xu, G.Y.[Guang-You],
Viewpoint Insensitive Action Recognition Using Envelop Shape,
ACCV07(II: 477-486).
WWW Version. 0711 BibRef

Kawabata, S.[Satoshi], Hiura, S.[Shinsaku], Sato, K.[Kosuke],
3D Intrusion Detection System with Uncalibrated Multiple Cameras,
ACCV07(I: 149-158).
WWW Version. 0711 BibRef

Ikizler, N.[Nazli], Duygulu, P.[Pinar],
Human Action Recognition Using Distribution of Oriented Rectangular Patches,
HUMO07(271-284).
WWW Version. 0710 BibRef

Biswas, R.[Rahul], Thrun, S.[Sebastian], Fujimura, K.[Kikuo],
Recognizing Activities with Multiple Cues,
HUMO07(255-270).
WWW Version. 0710 BibRef

Wang, Y.[Yang], Sabzmeydani, P.[Payam], Mori, G.[Greg],
Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognition,
HUMO07(240-254).
WWW Version. 0710 BibRef

Ning, H.Z.[Hua-Zhong], Hu, Y.X.[Yu-Xiao], Huang, T.S.[Thomas S.],
Searching Human Behaviors using Spatial-Temporal Words,
ICIP07(VI: 337-340).
WWW Version. 0709 BibRef

Chin, T.J.[Tat-Jun], Wang, L.[Liang], Schindler, K.[Konrad], Suter, D.[David],
Extrapolating Learned Manifolds for Human Activity Recognition,
ICIP07(I: 381-384).
WWW Version. 0709 BibRef

Thurau, C.[Christian],
Behavior Histograms for Action Recognition and Human Detection,
HUMO07(299-312).
WWW Version. 0710 BibRef

Thurau, C.[Christian], Hlavác, V.[Václav],
n-Grams of Action Primitives for Recognizing Human Behavior,
CAIP07(93-100).
WWW Version. 0708 BibRef

Raamana, P.R.[Pradeep Reddy], Grest, D.[Daniel], Krueger, V.[Volker],
Human Action Recognition in Table-Top Scenarios : An HMM-Based Analysis to Optimize the Performance,
CAIP07(101-108).
WWW Version. 0708 BibRef

Dore, A.[Alessio], Pinasco, M.[Matteo], Regazzoni, C.S.[Carlo S.],
A Bio-inspired Learning Approach for the Classification of Risk Zones in a Smart Space,
Learning07(1-8).
WWW Version. 0706Intrusion detection. Monitor space and warn of intrusion. BibRef

Kim, T.K.[Tae-Kyun], Wong, S.F.[Shu-Fai], Cipolla, R.[Roberto],
Tensor Canonical Correlation Analysis for Action Classification,
CVPR07(1-8).
WWW Version. 0706 BibRef

Pérez, Ó.[Óscar], Piccardi, M.[Massimo], García, J.[Jesús], Patricio, M.Á.[Miguel Ángel], Molina, J.M.[José Manuel],
Comparison Between Genetic Algorithms and the Baum-Welch Algorithm in Learning HMMs for Human Activity Classification,
EvoIASP07(399-406).
WWW Version. 0704 BibRef

Piccardi, M.[Massimo], Perez, O.[Oscar],
Hidden Markov Models with Kernel Density Estimation of Emission Probabilities and their Use in Activity Recognition,
VS07(1-8).
WWW Version. 0706 BibRef

Wang, Y.[Ying], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Multi-view Gymnastic Activity Recognition with Fused HMM,
ACCV07(I: 667-677).
WWW Version. 0711 BibRef

Wang, Y.[Ying], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Abnormal Activity Recognition in Office Based on R Transform,
ICIP07(I: 341-344).
WWW Version. 0709 BibRef
And:
Group Activity Recognition Based on ARMA Shape Sequence Modeling,
ICIP07(III: 209-212).
WWW Version. 0709 BibRef
And:
Human Activity Recognition Based on R Transform,
VS07(1-8).
WWW Version. 0706 BibRef

Laxton, B.[Benjamin], Lim, J.W.[Jong-Woo], Kriegman, D.[David],
Leveraging temporal, contextual and ordering constraints for recognizing complex activities in video,
CVPR07(1-8).
WWW Version. 0706 BibRef

Meng, H.[Hongying], Pears, N.[Nick], Bailey, C.[Chris],
A Human Action Recognition System for Embedded Computer Vision Application,
EmbedCV07(1-6).
WWW Version. 0706 BibRef

Wang, L.[Liang], Suter, D.[David],
Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Discriminative Graphical Model,
CVPR07(1-8).
WWW Version. 0706 BibRef

Watanabe, K., Izumi, K., Shibayama, K., Kamohara, K.,
An Approach to Estimating Human Behaviors by Using an Active Vision Head,
ICARCV06(1-6).
WWW Version. 0612 BibRef

Zhou, J.[Jian], Zhang, X.P.[Xiao-Ping],
Video Event Detection using ICA Mixture Hidden Markov Models,
ICIP06(3005-3008). 0610
WWW Version. BibRef

Riedel, D.E., Venkatesh, S.[Svetha], Liu, W.Q.[Wan-Quan],
A Smith-Waterman Local Alignment Approach for Spatial Activity Recognition,
AVSBS06(54-54).
WWW Version. 0611 BibRef

Carter, N.L.[Nicholas L.], Young, D.[David], Ferryman, J.M.[James M.],
A Combined Bayesian Markovian Approach for Behaviour Recognition,
ICPR06(I: 761-764).
WWW Version. 0609 BibRef
And:
Supplementing Markov Chains with Additional Features for Behavioural Analysis,
AVSBS06(65-65).
WWW Version. 0611 BibRef

Yi, W.[Weilie], Ballard, D.H.,
Behavior Recognition in Human Object Interactions with a Task Model,
AVSBS06(64-64).
WWW Version. 0611 BibRef

Chen, H.S.[Hsuan-Sheng], Chen, H.T.[Hua-Tsung], Chen, Y.W.[Yi-Wen], Lee, S.Y.[Suh-Yin],
Human action recognition using star skeleton,
VSSN06(171-178).
WWW Version. 0701 BibRef

Ferrando, S., Gera, G.[Gianluca], Regazzoni, C.S.[Carlo S.],
Classification of Unattended and Stolen Objects in Video-Surveillance System,
AVSBS06(21-21).
WWW Version. 0611 BibRef

Savogin, I., Scaioni, M., Fasoli, C.,
Portable monitoring and localization systems for disabled patients,
IEVM06(xx-yy).
PDF Version. 0609 BibRef

Mitani, M.[Masakatsu], Takaya, M.[Mamoru], Kojima, A.[Atsuhiro], Fukunaga, K.[Kunio],
Environment Recognition Based on Analysis of Human Actions for Mobile Robot,
ICPR06(IV: 782-786).
WWW Version. 0609 BibRef

Higuchi, M., Aoki, S., Kojima, A., Fukunaga, K.,
Scene recognition based on relationship between human actions and objects,
ICPR04(III: 73-78).
WWW Version. 0409 BibRef

Li, H.P.[He-Ping], Hu, Z.Y.[Zhan-Yi], Wu, Y.H.[Yi-Hong], Wu, F.C.[Fu-Chao],
Behavior Modeling and Recognition Based on Space-Time Image Features,
ICPR06(I: 243-246).
WWW Version. 0609 BibRef

Xu, J.[Jianyun], Sung, A.H.[Andrew H.], Liu, Q.Z.[Qing-Zhong],
Tree Based Behavior Monitoring for Adaptive Fraud Detection,
ICPR06(I: 1208-1211).
WWW Version. 0609 BibRef

Tran, D.T.[Dung T.], Phung, D.Q.[Dinh Q.],
A probabilistic model with parsinomious representation for sensor fusion in recognizing activity in pervasive environment,
ICPR06(III: 168-172).
WWW Version. 0609 BibRef

Cuntoor, N.P.[Naresh P.],
Morse Functions for Activity Classification Using Spatiotemporal Volumes,
BP06(20).
WWW Version. 0609 BibRef

Jenkins, O.C.[Odest Chadwicke], Gonzalez, G.[German], Loper, M.[Matthew],
Dynamical Motion Vocabularies for Kinematic Tracking and Activity Recognition,
V4HCI06(147).
WWW Version. 0609 BibRef

Fihl, P., Holte, M.B., Moeslund, T.B., Reng, L.,
Action Recognition Using Motion Primitives and Probabilistic Edit Distance,
AMDO06(375-384).
WWW Version. 0607 BibRef

Ebadollahi, S.[Shahram], Xie, L.[Lexing], Abreu, A.[Andres], Podlaseck, M.[Mark], Chang, S.F.[Shih-Fu], Smith, J.R.[John R.],
Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space,
CIVR06(503-505).
WWW Version. 0607 BibRef

Ryoo, M.S., Aggarwal, J.K.,
Hierarchical Recognition of Human Activities Interacting with Objects,
SLAM07(1-8).
WWW Version. 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).
WWW Version. 0606 BibRef

Yamamoto, M., Mitomi, H., Fujiwara, F., Sato, T.,
Bayesian Classification of Task-Oriented Actions Based on Stochastic Context-Free Grammar,
FGR06(317-323).
WWW Version. 0604 BibRef

Feng, Z.[Zhou], Cham, T.J.[Tat-Jen],
Video-based Human Action Classification with Ambiguous Correspondences,
VHCI05(III: 82-82).
WWW Version. 0507 BibRef

Kitani, K.M., Sato, Y., Sugimoto, A.,
Recovering the Basic Structure of Human Activities from a Video-Based Symbol String,
Motion07(9-9).
WWW Version. 0702 BibRef
Earlier:
Deleted Interpolation Using a Hierarchical Bayesian Grammar Network for Recognizing Human Activity,
PETS05(239-246).
WWW Version. 0602 BibRef

Dollar, P., Rabaud, V., Cottrell, G., Belongie, S.J.,
Behavior recognition via sparse spatio-temporal features,
PETS05(65-72).
WWW Version. 0602 BibRef

Vincze, M.[Markus], Ponweiser, W.[Wolfgang], Zillich, M.[Michael],
Contextual Coordination in a Cognitive Vision System for Symbolic Activity Interpretation,
CVS06(12).
WWW Version. 0602 BibRef

Dedeoglu, Y.[Yigithan], Töreyin, B.U.[B. Ugur], Güdükbay, U.[Ugur], Çetin, A.E.[A. Enis],
Silhouette-Based Method for Object Classification and Human Action Recognition in Video,
CVHCI06(64-77).
WWW Version. 0605 BibRef

Töreyin, B.U.[B. Ugur], Dedeoglu, Y.[Yigithan], Çetin, A.E.[A. Enis],
HMM Based Falling Person Detection Using Both Audio and Video,
CVHCI05(211).
WWW Version. 0601 BibRef

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

Sukthankar, G.,
Activity Recognition for Physically-Embodied Agent Teams,
CMU-RI-TR-05-44, October, 2005.
WWW Version. BibRef 0510

Rowe, D.[Daniel], Gonzalez, J.[Jordi], Huerta, I.[Ivan], Villanueva, J.J.[Juan J.],
On Reasoning over Tracking Events,
SCIA07(502-511).
WWW Version. 0706 See also Probabilistic Image-Based Tracking: Improving Particle Filtering. BibRef

Baiget, P.[Pau], Fernández, C.[Carles], Roca, F.X.[F. Xavier], Gonzŕlez, J.[Jordi],
Automatic Learning of Conceptual Knowledge in Image Sequences for Human Behavior Interpretation,
IbPRIA07(I: 507-514).
WWW Version. 0706 BibRef

Rius, I.[Ignasi], Rowe, D.[Daniel], Gonzŕlez, J.[Jordi], Roca, F.X.[F. Xavier],
A 3D Dynamic Model of Human Actions for Probabilistic Image Tracking,
IbPRIA05(I:529).
WWW Version. 0509 BibRef

Atine, J.C.[Jean-Charles],
People Action Recognition in Image Sequences Using a 3D Articulated Object,
ICIAR04(I: 769-777).
WWW Version. 0409 BibRef

Mori, T., Segawa, Y., Shimosaka, M., Sato, T.,
Hierarchical recognition of daily human actions based on Continuous Hidden Markov Models,
AFGR04(779-784).
IEEE Abstract. IEEE Top Reference. 0411 BibRef

Hanheide, M.[Marc], Hofemann, N.[Nils], Sagerer, G.[Gerhard],
Action Recognition in a Wearable Assistance System,
ICPR06(II: 1254-1258).
WWW Version. 0609 BibRef

Bauckhage, C., Hanheide, M., Wrede, S., Sagerer, G.,
A cognitive vision system for action recognition in office environments,
CVPR04(II: 827-833).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Gorman, B.[Bernard], Thurau, C.[Christian], Bauckhage, C.[Christian], Humphrys, M.[Mark],
Bayesian Imitation of Human Behavior in Interactive Computer Games,
ICPR06(I: 1244-1247).
WWW Version. 0609 BibRef

Thurau, C.[Christian], Bauckhage, C.[Christian], Sagerer, G.[Gerhard],
Synthesizing Movements for Computer Game Characters,
DAGM04(179-186).
WWW Version. 0505 BibRef
Earlier: A2, A1, A3:
Learning Human-Like Opponent Behavior for Interactive Computer Games,
DAGM03(148-155).
HTML Version. 0310 BibRef

Sheikh, Y.A.[Yaser A.], Sheikh, M.[Mumtaz], Shah, M.[Mubarak],
Exploring the Space of a Human Action,
ICCV05(I: 144-149).
WWW Version. 0510Account for variability, viewpoint, speed, anthropometry. BibRef

Gritai, A., Sheikh, Y.A., Shah, M.[Mubarak],
On the use of anthropometry in the invariant analysis of human actions,
ICPR04(II: 923-926).
WWW Version. 0409 BibRef

Kam, A.H., Ann, T.K.[Toh Kar], Lung, E.H.[Eng How], Yun, Y.W.[Yau Wei], Junxian, W.[Wang],
Automated recognition of highly complex human behavior,
ICPR04(IV: 327-330).
WWW Version. 0409 BibRef

Gao, J.[Jiang], Collins, R.T.[Robert T.], Hauptmann, A.G.[Alexander G.], Wactlar, H.D.[Howard D.],
Articulated Motion Modeling for Activity Analysis,
Non-Rigid04(20).
HTML Version. 0502 BibRef

Gao, J.[Jiang], Hauptmann, A.G., Wactlar, H.D.,
Combining motion segmentation with tracking for activity analysis,
AFGR04(699-704).
IEEE Abstract. IEEE Top Reference. 0411 BibRef

Gao, J.[Jiang], Hauptmann, A.G., Bharucha, A., Wactlar, H.D.,
Dining activity analysis using a hidden markov model,
ICPR04(II: 915-918).
WWW Version. 0409 BibRef

Min, J.[Junghye], Kasturi, R.,
Activity recognition based on multiple motion trajectories,
ICPR04(IV: 199-202).
WWW Version. 0409 BibRef

McKenna, T.,
Video surveillance and human activity recognition for anti-terrorism and force protection,
AVSBS03(2-2).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Ryan, A.H.,
Real-time detection of threat,
AVSBS03(3-3).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Chomat, O.[Olivier], Crowley, J.L.[James L.],
A Probabilistic Sensor for the Perception of Activities,
AFGR00(314-319).
WWW Version. 0003 BibRef
Earlier:
Probabilistic Recognition of Activity Using Local Appearance,
CVPR99(II: 104-109).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

Chomat, O.[Olivier], Martin, J.[Jirtme], Crowley, J.L.[James L.],
A Probabilistic Sensor for the Perception and the Recognition of Activities,
ECCV00(I: 487-503).
WWW Version. 0003 BibRef

Kuniyoshi, Y., Inoue, H.,
Qualitative Recognition of Ongoing Human Action Sequences,
IJCAI93(1600-1609). BibRef 9300

Pinhanez, C.[Claudio],
Representation and Recognition of Action in Interactive Spaces,
Vismod--493, May 1999 BibRef 9905 Ph.D.Thesis, M.I.T., 1999.
PDF Version. BibRef

Pinhanez, C.S.[Claudio Santos], Bobick, A.F.[Aaron F.],
Human Action Detection Using PNF Propagation of Temporal Constraints,
CVPR98(898-904).
IEEE Abstract. IEEE Top Reference. BibRef 9800
And: Vismod--423, 1998.
HTML Version. and
Postscript Version. BibRef

Pinhanez, C.S.[Claudio Santos], Bobick, A.F.[Aaron F.],
Fast Constraint Propagation on Specialized Allen Networks and its Application to Action Recognition and Control,
Vismod--456, January 1998.
Postscript Version. BibRef 9801
Earlier:
PNF Propagation and the Detection of Actions Described by Temporal Intervals,
DARPA97(227-234). BibRef
Earlier:
PNF Calculus and the Detection of Actions Described by Temporal Intervals,
Vismod--414, 1997. BibRef

Pinhanez, C.S.[Claudio Santos], Bobick, A.F.[Aaron F.],
Approximate World Models: Incorporating Qualitative and Linguistic Information into Vision Systems,
AAAI-96(1116-1123). BibRef 9600
And: Vismod-376, 1996.
HTML Version. and
Postscript Version. BibRef

Eagle, N.[Nathan], and Pentland, A.P.[Alex P.],
Eigenbehaviors: Identifying Structure in Routine,
Vismod-TR601, September 2006
PDF Version. BibRef 0609

Pentland, A.P.[Alex P.], Liu, A.[Andrew],
Modeling and Prediction of Human Behavior,
DARPA97(201 206). BibRef 9700
And: Vismod--433, 1997.
Postscript Version. BibRef

Goddard, N.,
Human Activity Recognition,
MBR97(Chapter 7) Pittsburgh Supercomputing Center BibRef 9700

Sun, X.[Xinding], Chen, C.W.[Ching-Wei], Manjunath, B.S.,
Probabilistic motion parameter models for human activity recognition,
ICPR02(I: 443-446).
WWW Version. 0211 BibRef

Milanesi, G., Sarti, A., Tubaro, S.,
Robust real-time intrusion detection with fuzzy classification,
ICIP02(III: 437-440).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Sun, X.[Xinding], Manjunath, B.S.,
Panoramic capturing and recognition of human activity,
ICIP02(II: 813-816).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Hongeng, S.[Somboon], Nevatia, R.[Ram],
Large-scale event detection using semi-hidden markov models,
ICCV03(1455-1462).
WWW Version. 0311 BibRef
Earlier:
Multi-Agent Event Recognition,
ICCV01(II: 84-91).
WWW Version. 0106 BibRef USC Computer VisionHierarchical decomposition into separate threads related by temporal constraints. BibRef

Hongeng, S.[Somboon], Brémond, F.[Francois], Nevatia, R.[Ramakant],
Representation and Optimal Recognition of Human Activities,
CVPR00(I: 818-825).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 0001 USC Computer Vision 0005 BibRef

Syeda-Mahmood, T.F.[Tanveer F.], Vasilescu, M.A.O.[M. Alex O.], Sethi, S.[Saratendu],
Recognizing action events from multiple viewpoints,
EventVideo01(64-72).
WWW Version. 0106 BibRef

Ali, A.[Anjum], Aggarwal, J.K.,
Segmentation and Recognition of Continuous Human Activity,
EventVideo01(28-35).
WWW Version. 0106 BibRef

Shao, H.[Hui], Li, L.Y.[Li-Yuan], Xiao, P.[Ping], Leung, M.K.H.[Maylor K. H.],
ELEVIEW An Active Elevator Video Surveillance System,
HUMO00(67-72).
IEEE Top Reference. 0010 BibRef

Onishi, M., Izumi, M., Fukunaga, K.,
Blackboard Segmentation Using Video Image of Lecture and Its Applications,
ICPR00(Vol IV: 615-618).
WWW Version.
HTML Version. 0009 BibRef

Miyamori, H.[Hisashi], Iisaku, S.I.[Shun-Ichi],
Video Annotation for Content-based Retrieval using Human Behavior Analysis and Domain Knowledge,
AFGR00(320-325).
WWW Version. 0003 BibRef

Pentland, A.P.,
Machine Understanding of Human Action,
ARPA96(757-764). BibRef 9600

Gavrila, D.M.,
The Analysis of Human Movement and Its Application for Visual Surveillance,
VS99(xx-yy). BibRef 9900

Yamamoto, M.[Masanobu], Ohta, Y.[Yoshito], Yamagiwa, T.[Takashi], Yagishita, K.[Katsutoshi], Yamanaka, H.[Hajime], Ohkubo, N.[Naoto],
Human Action Tracking Guided by Key-Frames,
AFGR00(354-361).
WWW Version. 0003 BibRef

Yamamoto, M.[Masanobu], Sato, A.[Akitsugu], Kawada, S.[Satoshi], Kondo, T.[Takuya], Osaki, Y.[Yoshihiko],
Incremental Tracking of Human Actions from Multiple Views,
CVPR98(2-7).
IEEE Abstract. IEEE Top Reference. BibRef 9800

Nakamura, Y., Kimura, Y., Yu, Y., Ohta, Y.,
MMID: Multimodal Multi-view Integrated Database for Human Behavior Understanding,
AFGR98(540-545).
WWW Version. BibRef 9800

Cm, Y., Samarasekera, S., Huarrg, Q., Greiffenhagen, M.,
Indoor Monitoring Via the Collaboration Between a Peripheral Sensor and a Foveal Sensor,
VS98(Monitoring and Surveillance of People). Foveal Sensor. BibRef 9800

Bobick, A.F.[Aaron F.], Pentland, A.P.[Alex P.], Poggio, T.[Tommy],
VSAM at the MIT Media Laboratory and CBCL: Learning and Understanding Action in Video Imagery PI Report 1998,
DARPA98(85-91). BibRef 9800
And:
VSAM at the MIT Media laboratory and CBCL: Learning and Understanding Action in Video Imagery,
DARPA97(25-30). BibRef

Davis, L.S.[Larry S.], Chellappa, R.[Rama], Yacoob, Y.[Yaser], Zheng, Q.F.[Qin-Fen],
Visual Surveillance and Monitoring of Human and Vehicular Activity,
DARPA97(19-2). BibRef 9700

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Inference, Learning Human Actions, Human Activities, Human Behavior .


Last update:Jun 25, 2008 at 13:37:57