16.7.4.5.1 Inference, Learning Human Actions, Human Activities, Human Behavior

Stauffer, C.[Chris], Grimson, W.E.L.[W. Eric L.],
Learning Patterns of Activity Using Real-Time Tracking,
PAMI(22), No. 8, August 2000, pp. 747-757.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010Using the 24 hour data from tracking motion, learn the different patterns, especially to see things that don't fit. Motion segmentation uses adaptive background subtraction with an updated model. Objects are not recognized, but identity is maintained throught the track. BibRef

Stauffer, C.[Chris],
Automated Audio-visual Activity Analysis,
CSAIL-2005-057, September 2005.
WWW Version. BibRef 0509

Brand, M.[Matthew], Kettnaker, V.M.[Vera M.],
Discovery and Segmentation of Activities in Video,
PAMI(22), No. 8, August 2000, pp. 844-851.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010HMM to organize activity into meaningful states. Infer body orientation and pose from low resolution silhouettes. BibRef

Kettnaker, V.M.[Vera M.], Brand, M.[Matthew],
Minimum-entropy models of scene activity,
CVPR99(I: 281-286).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9900

Brand, M.[Matthew],
Discovering and Visualizing Narrative Themes,
Visual97(xx). BibRef 9700

Brand, M.[Matthew],
Understanding Manipulation in Video,
AFGR96(94-99).
IEEE DOI Reference 9610
Postscript Version. BibRef
And: Vismod--404, 1996. BibRef

Galata, A.[Aphrodite], Johnson, N.[Neil], Hogg, D.C.[David C.],
Learning Variable-Length Markov Models of Behavior,
CVIU(81), No. 3, March 2001, pp. 398-413.
WWW Version. 0001 BibRef
Earlier:
Learning Structured Behavior Models using Variable Length Markov Models,
MPeople99(xx-yy). BibRef
And:
Learning Behaviour Models of Human Activities,
BMVC99(Modelling Human Behaviour).
PDF Version. BibRef
Earlier: A2, A1, A3:
The Acquisition and Use of Interaction Behaviour Models,
CVPR98(866-871).
IEEE Abstract. IEEE Top Reference. BibRef

Hu, W., Xie, D., Tan, T.N., Maybank, S.J.,
Learning Activity Patterns Using Fuzzy Self-Organizing Neural Network,
SMC-B(34), No. 3, June 2004, pp. 1618-1626.
IEEE Abstract. IEEE Top Reference. 0407 BibRef

Hu, W.M.[Wei-Ming], Xie, D.[Dan], Fu, Z.Y.[Zhou-Yu], Zeng, W.[Wenrong], Maybank, S.J.[Steve J.],
Semantic-Based Surveillance Video Retrieval,
IP(16), No. 4, April 2007, pp. 1168-1181.
IEEE DOI Reference 0704 BibRef

Oliver, N.[Nuria], Garg, A.[Ashutosh], Horvitz, E.[Eric],
Layered representations for learning and inferring office activity from multiple sensory channels,
CVIU(96), No. 2, November 2004, pp. 163-180.
WWW Version. 0410 BibRef

Jiang, S.[ShengYi], Song, X.[Xiaoyu], Wang, H.[Hui], Han, J.J.[Jian-Jun], Li, Q.H.[Qing-Hua],
A clustering-based method for unsupervised intrusion detections,
PRL(27), No. 7, May 2006, pp. 802-810.
WWW Version. Clustering; Threshold; Outlier factor; Intrusion detection 0604 BibRef

Davis, J.W.[James W.], Tyagi, A.[Ambrish],
Minimal-latency human action recognition using reliable-inference,
IVC(24), No. 5, 1 May 2006, pp. 455-472.
WWW Version. 0606 BibRef
Earlier:
A reliable-inference framework for recognition of human actions,
AVSBS03(169-176).
IEEE Abstract. IEEE Top Reference. 0310Action recognition; Reliable-inference; MAP; Video analysis Determine shortest video sequence, and extend if confusing or unreliable. BibRef

Gueguen, L.[Lionel], Datcu, M.[Mihai],
Image Time-Series Data Mining Based on the Information-Bottleneck Principle,
GeoRS(45), No. 4, April 2007, pp. 827-838.
IEEE DOI Reference 0704 BibRef

Shechtman, E.[Eli], Irani, M.[Michal],
Space-Time Behavior-Based Correlation - OR - How to Tell If Two Underlying Motion Fields Are Similar Without Computing Them?,
PAMI(29), No. 11, November 2007, pp. 2045-2056.
IEEE DOI Reference 0711 BibRef
Earlier:
Space-Time Behavior Based Correlation,
CVPR05(I: 405-412).
IEEE DOI Reference 0507Do the space-time patterns arise from the same motion. Detect complex patterns, dance, running water, etc. BibRef

Gorelick, L.[Lena], Blank, M.[Moshe], Shechtman, E.[Eli], Irani, M.[Michal], Basri, R.[Ronen],
Actions as Space-Time Shapes,
PAMI(29), No. 12, December 2007, pp. 2247-2253.
IEEE DOI Reference 0711 Dataset, Actions.
HTML Version. BibRef
Earlier: A2, A1, A3, A4, A5: ICCV05(II: 1395-1402).
IEEE DOI Reference 0510Human action as 3-D shapes induced by silhouettes in the spacetime volume. BibRef

Gudmundsson, J.[Joachim], van Kreveld, M.[Marc], Speckmann, B.[Bettina],
Efficient Detection of Patterns in 2D Trajectories of Moving Points,
GeoInfo(11), No. 2, June 2007, pp. 195-215.
Springer DOI Reference 0709 BibRef

Mokhber, A.[Arash], Achard, C.[Catherine], Milgram, M.[Maurice],
Recognition of human behavior by space-time silhouette characterization,
PRL(29), No. 1, 1 January 2008, pp. 81-89.
WWW Version. 0711Behavior recognition; Action recognition; Motion analysis BibRef

Achard, C.[Catherine], Qu, X.T.[Xing-Tai], Mokhber, A.[Arash], Milgram, M.[Maurice],
A novel approach for recognition of human actions with semi-global features,
MVA(19), No. 1, January 2008, pp. 27-34.
Springer DOI Reference 0801 BibRef
Earlier:
Action Recognition with Semi-global Characteristics and Hidden Markov Models,
ACIVS07(274-284).
Springer DOI Reference 0708 BibRef
Earlier: A3, A1, A4, A2:
Combined Classifiers for Action Recognition,
IWICPAS06(27-34).
Springer DOI Reference 0608 BibRef
Earlier: A3, A1, A2, A4:
Action Recognition with Global Features,
CVHCI05(110).
Springer DOI Reference 0601 BibRef

Oh, S.M.[Sang Min], Rehg, J.M.[James M.], Balch, T.[Tucker], Dellaert, F.[Frank],
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems,
IJCV(77), No. 1-3, May 2008, pp. 103-124.
Springer DOI Reference 0803 BibRef
Earlier:
Learning and Inference in Parametric Switching Linear Dynamical Systems,
ICCV05(II: 1161-1168).
IEEE DOI Reference 0510 BibRef
And: A1, A2, A4, Only:
Parameterized Duration Mmodeling for Switching Linear Dynamic Systems,
CVPR06(II: 1694-1700).
IEEE DOI Reference 0606Bee dances. for learning parameterized motions. BibRef

Xie, L., Sundaram, H., Campbell, M.,
Event Mining in Multimedia Streams,
PIEEE(96), No. 4, April 2008, pp. 623-647.
IEEE DOI Reference 0804 BibRef

Niebles, J.C.[Juan Carlos], Wang, H.C.[Hong-Cheng], Li, F.F.[Fei-Fei],
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words,
IJCV(79), No. 3, September 2008, pp. xx-yy.
Springer DOI Reference 0806 BibRef BMVC06(III:1249).
PDF Version. 0609 BibRef

Niebles, J.C.[Juan Carlos], Li, F.F.[Fei-Fei],
A Hierarchical Model of Shape and Appearance for Human Action Classification,
CVPR07(1-8).
IEEE DOI Reference 0706 BibRef

Savarese, S.[Silvio], DelPozo, A.[Andrey], Niebles, J.C.[Juan Carlos], Li, F.F.[Fei-Fei],
Spatial-Temporal correlatons for unsupervised action classification,
Motion08(1-8).
IEEE DOI Reference 0801 BibRef

Li, X.[Xi], Fukui, K.[Kazuhiro],
View Invariant Human Action Recognition Based on Factorization and HMMs,
IEICE(E91-D), No. 7, July 2008, pp. 1848-1854.
WWW Version. 0807 BibRef

Ikizler, N.[Nazli], Forsyth, D.A.[David A.],
Searching for Complex Human Activities with No Visual Examples,
IJCV(80), No. 3, December 2008, pp. xx-yy.
Springer DOI Reference 0810 BibRef
Earlier:
Searching Video for Complex Activities with Finite State Models,
CVPR07(1-8).
IEEE DOI Reference 0706Use activity of segments of the body. Compare 3D tracks to trained motion capture data. BibRef

Yan, W.[Wei], Forsyth, D.A.,
Learning the Behavior of Users in a Public Space through Video Tracking,
WACV05(I: 370-377).
WWW Version. 0502 BibRef

Jung, C.R., Hennemann, L., Musse, S.R.,
Event Detection Using Trajectory Clustering and 4-D Histograms,
CirSysVideo(18), No. 11, November 2008, pp. 1565-1575.
IEEE DOI Reference 0811 BibRef

Yuan, J., Meng, J., Wu, Y., Luo, J.,
Mining Recurring Events Through Forest Growing,
CirSysVideo(18), No. 11, November 2008, pp. 1597-1607.
IEEE DOI Reference 0811 BibRef

Lymberopoulos, D., Teixeira, T., Savvides, A.,
Macroscopic Human Behavior Interpretation Using Distributed Imager and Other Sensors,
PIEEE(96), No. 10, October 2008, pp. 1657-1677.
IEEE DOI Reference 0811 BibRef

Ohnishi, N.[Naoya], Imiya, A.[Atsushi],
Combination of supervised and unsupervised methods for navigation path mining,
MLMotion08(xx-yy). 0810 BibRef

Bader, B.W.[Brett W.], Puretskiy, A.A.[Andrey A.], Berry, M.W.[Michael W.],
Scenario Discovery Using Nonnegative Tensor Factorization,
CIARP08(791-805).
Springer DOI Reference 0809 BibRef

Farhadi, A.[Ali], Tabrizi, M.K.[Mostafa Kamali],
Learning to Recognize Activities from the Wrong View Point,
ECCV08(I: 154-166).
Springer DOI Reference 0810 BibRef

Tran, D.[Du], Sorokin, A.[Alexander],
Human Activity Recognition with Metric Learning,
ECCV08(I: 548-561).
Springer DOI Reference 0810 BibRef

Kellokumpu, V., Zhao, G.Y., Pietikainen, M.,
Human Activity Recognition Using a Dynamic Texture Based Method,
BMVC08(xx-yy).
PDF Version. 0809 See also Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions. BibRef

Darby, J., Li, B., Costen, N.P.,
Human Activity Tracking from Moving Camera Stereo Data,
BMVC08(xx-yy).
PDF Version. 0809 BibRef

Wang, X.Z.[Xiao-Zhe], Wang, L.[Liang], Wirth, A.[Anthony],
Pattern discovery in motion time series via structure-based spectral clustering,
CVPR08(1-8).
IEEE DOI Reference 0806 BibRef

Klaeser, A., Marszalek, M., Schmid, C.,
A Spatio-Temporal Descriptor Based on 3D-Gradients,
BMVC08(xx-yy).
PDF Version. 0809 BibRef

Laptev, I.[Ivan], Marszalek, M.[Marcin], Schmid, C.[Cordelia], Rozenfeld, B.[Benjamin],
Learning realistic human actions from movies,
CVPR08(1-8).
IEEE DOI Reference 0806 BibRef

Yan, P.K.[Ping-Kun], Khan, S.M.[Saad M.], Shah, M.[Mubarak],
Learning 4D action feature models for arbitrary view action recognition,
CVPR08(1-7).
IEEE DOI Reference 0806 BibRef

Liu, J.G.[Jin-Gen], Shah, M.[Mubarak],
Learning human actions via information maximization,
CVPR08(1-8).
IEEE DOI Reference 0806 BibRef

Yang, A.Y.[Allen Y.], Iyengar, S.[Sameer], Kuryloski, P.[Philip], Jafari, R.[Roozbeh],
Distributed segmentation and classification of human actions using a wearable motion sensor network,
CVPR4HB08(1-8).
IEEE DOI Reference 0806 BibRef

Cherla, S.[Srikanth], Kulkarni, K.[Kaustubh], Kale, A.[Amit], Ramasubramanian, V.,
Towards fast, view-invariant human action recognition,
CVPR4HB08(1-8).
IEEE DOI Reference 0806 BibRef

Müller, M.[Meinard], Demuth, B.[Bastian], Rosenhahn, B.[Bodo],
An Evolutionary Approach for Learning Motion Class Patterns,
DAGM08(xx-yy).
Springer DOI Reference 0806 BibRef

Husz, Z.L.[Zsolt L.], Wallace, A.M.[Andrew M.], Green, P.R.[Patrick R.],
Human activity recognition with action primitives,
AVSBS07(330-335).
IEEE DOI Reference 0709 BibRef

Connolly, C.I.[Christopher I.],
Learning to Recognize Complex Actions Using Conditional Random Fields,
ISVC07(II: 340-348).
Springer DOI Reference 0711 BibRef

Li, H.P.[He-Ping], Hu, Z.Y.[Zhan-Yi], Wu, Y.H.[Yi-Hong], Wu, F.C.[Fu-Chao],
MAPACo-Training: A Novel Online Learning Algorithm of Behavior Models,
ACCV07(I: 472-481).
Springer DOI Reference 0711 BibRef

Jung, S.H.[Sang-Hack], Guo, Y.L.[Yan-Lin], Sawhney, H.S.[Harpreet S.], Kumar, R.T.[Rakesh T.],
Multiple Cue Integrated Action Detection,
CVHCI07(108-117).
Springer DOI Reference 0710 BibRef

Yang, C.J.[Chang-Jiang], Guo, Y.L.[Yan-Lin], Sawhney, H.S.[Harpreet S.], Kumar, R.T.[Rakesh T.],
Learning Actions Using Robust String Kernels,
HUMO07(313-327).
Springer DOI Reference 0710 BibRef

Wong, S.F.[Shu-Fai], Cipolla, R.[Roberto],
Extracting Spatiotemporal Interest Points using Global Information,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef

Wong, S.F.[Shu-Fai], Kim, T.K.[Tae-Kyun], Cipolla, R.[Roberto],
Learning Motion Categories using both Semantic and Structural Information,
CVPR07(1-6).
IEEE DOI Reference 0706Human actions, expressions, gestures. BibRef

Gui, L.[Laura], Thiran, J.P.[Jean-Philippe], Paragios, N.[Nikos],
A Variational Framework for the Simultaneous Segmentation and Object Behavior Classification of Image Sequences,
SSVM07(652-664).
Springer DOI Reference 0705 BibRef
And:
Joint Object Segmentation and Behavior Classification in Image Sequences,
CVPR07(1-8).
IEEE DOI Reference 0706 BibRef

Meessen, J.[Jerome], Desurmont, X.[Xavier], Delaigle, J.F.[Jean-Francois], De Vleeschouwer, C.[Christophe], Macq, B.[Benoit],
Progressive Learning for Interactive Surveillance Scenes Retrieval,
VS07(1-8).
IEEE DOI Reference 0706 BibRef

Veeraraghavan, H.[Harini], Papanikolopoulos, N.[Nikolaos], Schrater, P.[Paul],
Learning Dynamic Event Descriptions in Image Sequences,
CVPR07(1-6).
IEEE DOI Reference 0706 BibRef

Zhang, Z.[Zhang], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu], Wang, L.S.[Liang-Sheng],
Trajectory Series Analysis based Event Rule Induction for Visual Surveillance,
CVPR07(1-8).
IEEE DOI Reference 0706 BibRef

Wang, X.G.[Xiao-Gang], Ma, X.X.[Xiao-Xu], Grimson, W.E.L.[W. Eric L.],
Unsupervised Activity Perception by Hierarchical Bayesian Models,
CVPR07(1-8).
IEEE DOI Reference 0706 BibRef

Natarajan, P.[Pradeep], Nevatia, R.[Ramakant],
View and scale invariant action recognition using multiview shape-flow models,
CVPR08(1-8).
IEEE DOI Reference
PDF Version. 0806 BibRef

Natarajan, P.[Pradeep], Nevatia, R.[Ramakant],
Online, Real-time Tracking and Recognition of Human Actions,
Motion08(1-8).
IEEE DOI Reference
PDF Version. 0801 BibRef
Earlier:
Coupled Hidden Semi Markov Models for Activity Recognition,
Motion07(10-10).
IEEE DOI Reference
PDF Version. 0702 BibRef
And:
Hierarchical Multi-channel Hidden Semi Markov Models,
IJCAI07(xx-yy).
PDF Version. BibRef

Lee, J.Y.[Jae Young], Hoff, W.[William],
Activity Identification Utilizing Data Mining Techniques,
Motion07(12-12).
IEEE DOI Reference 0702 BibRef

Naftel, A., Anwar, F.B.[Fahad Bin],
Visual Recognition of Manual Tasks Using Object Motion Trajectories,
AVSBS06(69-69).
IEEE DOI Reference 0611 BibRef

Khalid, S.[Shehzad], Naftel, A.[Andrew],
Classifying spatiotemporal object trajectories using unsupervised learning of basis function coefficients,
VSSN05(45-52).
WWW Version. 0511 BibRef

Wang, H.B.[Hong-Bin], Miller, P., Culverhouse, P.F.,
Discovering the Local Co-occurring Patterns in Visual Categorization,
AVSBS06(6-6).
IEEE DOI Reference 0611 BibRef

Cho, K.[Kyungeun], Cho, H.[Hyungje], Um, K.[Kyhyun],
Inferring Stochastic Regular Grammar with Nearness Information for Human Action Recognition,
ICIAR06(II: 193-204).
Springer DOI Reference 0610 BibRef

Brdiczka, O.[Oliver], Yuen, P.C.[Pong C.], Zaidenberg, S.[Sofia], Reignier, P.[Patrick], Crowley, J.L.[James L.],
Automatic Acquisition of Context Models and its Application to Video Surveillance,
ICPR06(I: 1175-1178).
WWW Version. 0609 BibRef

Bauer, D.[Dietmar], Brandle, N.[Norbert], Seer, S.[Stefan], Pflugfelder, R.[Roman],
Finding Highly Frequented Paths in Video Sequences,
ICPR06(I: 387-391).
WWW Version. 0609 BibRef

Guha, P.[Prithwijit], Mukerjee, A.[Amitabha], Venkatesh, K.S.,
Spatio-temporal Discovery: Appearance + Behavior = Agent,
ICCVGIP06(516-527).
Springer DOI Reference 0612 BibRef

Guha, P.[Prithwijit], Mukerjee, A.[Amitabha], Venkatesh, K.S., Mitra, P.[Pabitra],
Activity Discovery from Surveillance Videos,
ICPR06(I: 433-436).
WWW Version. 0609 BibRef

Ogata, T.[Takehito], Christmas, W.J.[William J.], Kittler, J.V.[Josef V.], Ishikawa, S.[Seiji],
Improving human activity detection by combining multi-dimensional motion descriptors with boosting,
ICPR06(I: 295-298).
WWW Version. 0609 BibRef

Lublinerman, R.[Roberto], Ozay, N.[Necmiye], Zarpalas, D.[Dimitrios], Camps, O.I.[Octavia I.],
Activity Recognition from Silhouettes using Linear Systems and Model (In)validation Techniques,
ICPR06(I: 347-350).
WWW Version. 0609 BibRef

Bremond, F.[Francois],
Scene Understanding and Activity Recognition,
VS08(xx-yy). 0810 BibRef

Thonnat, M.[Monique], Brémond, F.[Francois], Pusiol, G.[Guido], Patino, J.L.[Jose Luis],
Optimizing trajectories clustering for activity recognition,
MLMotion08(xx-yy). 0810 BibRef

Toshev, A.[Alexander], Bremond, F.[Francois], Thonnat, M.[Monique],
An APRIORI-based Method for Frequent Composite Event Discovery in Videos,
CVS06(10).
IEEE DOI Reference 0602 BibRef

Moënne-Loccoz, N.[Nicolas], Brémond, F.[François], Thonnat, M.[Monique],
Recurrent Bayesian Network for the Recognition of Human Behaviors from Video,
CVS03(68 ff).
HTML Version. 0306 BibRef

Vu, V.T.[Van-Thinh], Brémond, F.[François], Thonnat, M.[Monique],
Automatic Video Interpretation: A Recognition Algorithm for Temporal Scenarios Based on Pre-compiled Scenario Models,
CVS03(523 ff).
HTML Version. 0306 BibRef
And:
Automatic Video Interpretation: A Novel Algorithm for Temporal Scenario Recognition,
IJCAI03(xx-yy). Joint Conference on Artificial Intelligence, Acapulco, Mexico, 9-15 August 2003 BibRef
Earlier:
Human Behaviour Visualisation and Simulation for Automatic Video Understanding,
WSCG02(485).
PDF Version.
HTML Version. 0209Specify the characters involved in a scenario, the sub-scenarios and the constraints combining the sub-scenarios. BibRef

Zhang, Z.[Zhang], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Comparison of Similarity Measures for Trajectory Clustering in Outdoor Surveillance Scenes,
ICPR06(III: 1135-1138).
WWW Version. 0609 BibRef

Zhang, Z.[Zhang], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Complex Activity Representation and Recognition by Extended Stochastic Grammar,
ACCV06(I:150-159).
Springer DOI Reference 0601 BibRef

Xin, L.[Lun], Tan, T.N.[Tie-Niu],
Semi-supervised Learning on Semantic Manifold for Event Analysis in Dynamic Scenes,
VS07(1-8).
IEEE DOI Reference 0706 BibRef

Xin, L.[Lun], Tan, T.N.[Tie-Niu],
From Motion Patterns to Visual Concepts for Event Analysis in Dynamic Scenes,
ACCV06(I:826-835).
Springer DOI Reference 0601 BibRef
Earlier:
Ontology-based hierarchical conceptual model for semantic representation of events in dynamic scenes,
PETS05(57-64).
IEEE DOI Reference 0602 BibRef

Shimoide, A.[Alan], Yoon, I.[Ilmi], Fuse, M.[Megumi], Beale, H.C.[Holly C.], Singh, R.[Rahul],
Automated Behavioral Phenotype Detection and Analysis Using Color-Based Motion Tracking,
CRV05(370-377).
IEEE DOI Reference 0505 BibRef

Lv, F.J.[Feng-Jun], Nevatia, R.[Ramakant],
Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching,
CVPR07(1-8).
IEEE DOI Reference 0706 BibRef
Earlier:
Recognition and Segmentation of 3-D Human Action Using HMM and Multi-class AdaBoost,
ECCV06(IV: 359-372).
Springer DOI Reference 0608 BibRef

Lv, F.J.[Feng-Jun], Song, X.F.[Xue-Feng], Wu, B.[Bo], Singh, V.K.[Vivek Kumar], Nevatia, R.[Ram],
Left-Luggage Detection using Bayesian Inference,
PETS06(xx-yy).
PDF Version. BibRef 0600

Wu, B., Singh, V.K., Kuo, C.H., Zhang, L., Lee, S.C., Nevatia, R.,
CLEAR'07 Evaluation of USC Human Tracking System for Surveillance Videos,
MTPH07(xx-yy).
Springer DOI Reference 0705 BibRef

Lv, F.J.[Feng-Jun], Kang, J.M.[Jin-Man], Nevatia, R.[Ram], Cohen, I.[Isaac], Medioni, G.[Gerard],
Automatic Tracking and Labeling of Human Activities in a Video Sequence,
PETS04(xx-yy).
PDF Version. BibRef 0400

Lv, F.J.[Feng-Jun], Nevatia, R.[Ramakant], Lee, M.W.[Mun Wai],
3D Human Action Recognition Using Spatio-temporal Motion Templates,
CVHCI05(120).
Springer DOI Reference 0601 BibRef

Laskov, P.[Pavel], Düssel, P.[Patrick], Schäfer, C.[Christin], Rieck, K.[Konrad],
Learning Intrusion Detection: Supervised or Unsupervised?,
CIAP05(50-57).
Springer DOI Reference 0509 BibRef

Pla, F.[Filiberto], Ribeiro, P.[Pedro], Santos-Victor, J.[José], Bernardino, A.[Alexandre],
Extracting Motion Features for Visual Human Activity Representation,
IbPRIA05(I:537).
Springer DOI Reference 0509 BibRef

Pierobon, M., Marcon, M., Sarti, A., Tubaro, S.,
Clustering of human actions using invariant body shape descriptor and dynamic time warping,
AVSBS05(22-27).
IEEE DOI Reference 0602 BibRef

Ganesh, S.[Sumitra], Bajcsy, R.[Ruzena],
Recognition of Human Actions using an Optimal Control Based Motor Model,
WACV08(1-6).
IEEE DOI Reference 0801 BibRef

Jung, S.H.[Sang-Hack], Bajcsy, R.[Ruzena],
Learning Physical Activities in Immersive Virtual Environments,
CVS06(5).
IEEE DOI Reference 0602 BibRef

Nguyen, N.T.[Nam T.], Phung, D.Q.[Dinh Q.], Venkatesh, S.[Svetha], Bui, H.[Hung],
Learning and Detecting Activities from Movement Trajectories Using the Hierarchical Hidden Markov Models,
CVPR05(II: 955-960).
IEEE DOI Reference 0507 BibRef

Nguyen, N.T., Venkatesh, S.,
Discovery of Activity Structures using the Hierarchical Hidden Markov Model,
BMVC05(xx-yy).
HTML Version. 0509 BibRef

Connolly, C.I.[Christopher I.], Burns, J.B.[J. Brian], Bui, H.H.[Hung H.],
Recovering Social Networks From Massive Track Datasets,
WACV08(1-8).
IEEE DOI Reference 0801 BibRef

Nguyen, N.T., Bui, H.H., Venkatesh, S., West, G.A.W.,
Recognising and monitoring high-level behaviours in complex spatial environments,
CVPR03(II: 620-625).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

Nguyen, N.T., Venkatesh, S., West, G.A.W., Bui, H.H.,
Hierarchical monitoring of people's behaviors in complex environments using multiple cameras,
ICPR02(I: 13-16).
IEEE DOI Reference 0211 BibRef

Duong, T.V.[Thi V.], Phung, D.Q.[Dinh Q.], Bui, H.H.[Hung H.], Venkatesh, S.[Svetha],
Human Behavior Recognition with Generic Exponential Family Duration Modeling in the Hidden Semi-Markov Model,
ICPR06(III: 202-207).
WWW Version. 0609 BibRef
Earlier: A1, A3, A2, A4:
Activity Recognition and Abnormality Detection with the Switching Hidden Semi-Markov Model,
CVPR05(I: 838-845).
IEEE DOI Reference 0507 BibRef

Ren, J.C., Orwell, J., Jones, G.A.,
Learning Surveillance Tracking Models for the Self-Calibrated Ground Plane,
BMVC02(Poster Session). 0208 BibRef

Wechsler, H., Duric, Z., Li, F.Y.[Fa-Yin],
Hierarchical interpretation of human activities using competitive learning,
ICPR02(II: 338-341).
IEEE DOI Reference 0211 BibRef

Menendez, J., Velastin, S.A.,
A Method for Obtaining Neural Network Training Sets in Video Sequences,
VS00(xx-yy). 0102 BibRef

Lee, C.,
Learning Reduced-Dimension Models of Human Actions,
CMU-RI-TR-00-17, May 2000. BibRef 0005 Ph.D.Thesis.
PDF Version. 0102 BibRef

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