16.7.4.6.1 Human Action Recognition and Detection Using Human Pose

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 DOI Link 0010
HMM 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 DOI Link 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 Link
Postscript Version. 9610
BibRef
And: Vismod--404, 1996. BibRef

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 DOI Link 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. 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. 0208
BibRef
Earlier: A1, A3, A4, Only:
View-Based Human Activity Recognition by Indexing and Sequencing,
CVPR01(II:78-83).
IEEE Abstract. 0110
Activities from a spare (sampled) set of poses. 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.
IEEE DOI Link 0606
BibRef
And:
Kernel-based Recognition of Human Actions Using Spatiotemporal Salient Points,
V4HCI06(151).
IEEE DOI Link 0609
BibRef

Oikonomopoulos, A.[Antonios], Patras, I.[Ioannis], Pantic, M.[Maja],
Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences,
IP(20), No. 4, April 2011, pp. 1126-1140.
IEEE DOI Link 1103
BibRef
Earlier:
An implicit spatiotemporal shape model for human activity localization and recognition,
CVPR4HB09(27-33).
IEEE DOI Link 0906
BibRef

Oikonomopoulos, A.[Antonios], Pantic, M.[Maja], Patras, I.[Ioannis],
Sparse B-spline polynomial descriptors for human activity recognition,
IVC(27), No. 12, November 2009, pp. 1814-1825,.
Elsevier DOI Link
WWW Version. 0910
BibRef
Earlier:
B-spline polynomial descriptors for human activity recognition,
CVPR4HB08(1-6).
IEEE DOI Link 0806
Optical flow; Median filter; Spatiotemporal salient points; B-splines; Gentleboost; Relevance Vector Machine 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.
IEEE DOI Link 0706
BibRef
Earlier:
Analyzing Human Movements from Silhouettes Using Manifold Learning,
AVSBS06(7-7).
IEEE DOI Link 0611
BibRef
And:
Informative Shape Representations for Human Action Recognition,
ICPR06(II: 1266-1269).
IEEE DOI Link 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. 0804
Human movement analysis; Locality preserving projection; Gaussian mixture models; Hausdorff distance; Hidden Markov models 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. 0303
BibRef
Earlier:
Recognition of Human Interaction Using Multiple Features in Grayscale Images,
ICPR00(Vol I: 51-54).
IEEE DOI Link 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. 0412
BibRef

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

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 Stylized pose detection. BibRef

Ramanan, D.[Deva], Forsyth, D.A., Zisserman, A.[Andrew],
Tracking People and Recognizing Their Activities,
CVPR05(II: 1194).
IEEE DOI Link 0507
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 Link 0810
BibRef
Earlier:
Searching Video for Complex Activities with Finite State Models,
CVPR07(1-8).
IEEE DOI Link 0706
Use 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).
IEEE DOI Link 0502
BibRef

Riedel, D.E.[Daniel E.], Venkatesh, S.[Svetha], Liu, W.Q.[Wan-Quan],
Recognising online spatial activities using a bioinformatics inspired sequence alignment approach,
PR(41), No. 11, November 2008, pp. 3481-3492.
WWW Version. 0808
BibRef
Earlier:
A Smith-Waterman Local Alignment Approach for Spatial Activity Recognition,
AVSBS06(54-54).
IEEE DOI Link 0611
Activity recognition; Bioinformatics; Sequence alignment; Dynamic time warping BibRef

Singh, M.[Meghna], Basu, A.[Anup], Mandal, M.K.[Mrinal K.],
Human Activity Recognition Based on Silhouette Directionality,
CirSysVideo(18), No. 9, September 2008, pp. 1280-1292.
IEEE DOI Link 0810
BibRef

Li, W., Zhang, Z., Liu, Z.,
Expandable Data-Driven Graphical Modeling of Human Actions Based on Salient Postures,
CirSysVideo(18), No. 11, November 2008, pp. 1499-1510.
IEEE DOI Link 0811
BibRef

Ikizler, N.[Nazli], Duygulu, P.[Pinar],
Histogram of oriented rectangles: A new pose descriptor for human action recognition,
IVC(27), No. 10, 2 September 2009, pp. 1515-1526.
Elsevier DOI Link
WWW Version. 0906
BibRef
Earlier:
Human Action Recognition Using Distribution of Oriented Rectangular Patches,
HUMO07(271-284).
Springer DOI Link 0710
BibRef
Earlier:
Person Search Made Easy,
CIVR05(578-588).
Springer DOI Link 0507
Action recognition; Human motion understanding; Pose descriptor BibRef

Ikizler-Cinbis, N.[Nazli], Sclaroff, S.[Stan],
Object Recognition and Localization Via Spatial Instance Embedding,
ICPR10(452-455).
IEEE DOI Link 1008
BibRef
And:
Object, Scene and Actions: Combining Multiple Features for Human Action Recognition,
ECCV10(I: 494-507).
Springer DOI Link 1009
BibRef

Ikizler-Cinbis, N.[Nazli], Cinbis, R.G.[R. Gokberk], Sclaroff, S.[Stan],
Learning actions from the Web,
ICCV09(995-1002).
IEEE DOI Link 0909
BibRef

Ikizler-Cinbis, N.[Nazli], Cinbis, R.G.[R. Gokberk], Pehlivan, S.[Selen], Duygulu, P.[Pinar],
Recognizing actions from still images,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Baysal, S.[Sermetcan], Kurt, M.C.[Mehmet Can], Duygulu, P.[Pinar],
Recognizing Human Actions Using Key Poses,
ICPR10(1727-1730).
IEEE DOI Link 1008
BibRef

Ikizler-Cinbis, N.[Nazli], Cinbis, R.G.[R. Gokberk], Duygulu, P.[Pinar],
Human action recognition with line and flow histograms,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Gritai, A.[Alexei], Sheikh, Y.A.[Yaser A.], Rao, C.[Cen], Shah, M.[Mubarak],
Matching Trajectories of Anatomical Landmarks Under Viewpoint, Anthropometric and Temporal Transforms,
IJCV(84), No. 3, September 2009, pp. xx-yy.
Springer DOI Link 0906
BibRef
Earlier: A1, A2, A4, Only:
On the use of anthropometry in the invariant analysis of human actions,
ICPR04(II: 923-926).
IEEE DOI Link 0409
BibRef

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

Gritai, A.[Alexei], Basharat, A.[Arslan], Shah, M.[Mubarak],
Geometric constraints on 2D action models for tracking human body,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Ali, S.[Saad], Shah, M.[Mubarak],
Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning,
PAMI(32), No. 2, February 2010, pp. 288-303.
IEEE DOI Link 1001
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 Link 0806
BibRef

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

Wu, X.X.[Xin-Xiao], Liang, W.[Wei], Jia, Y.D.[Yun-De],
Tracking articulated objects by learning intrinsic structure of motion,
PRL(30), No. 3, 1 February 2009, pp. 267-274.
Elsevier DOI Link
WWW Version. 0804
Computer vision; Articulated objects tracking; Non-linear manifold learning Apply dimensionality reduction to human body matching. BibRef

Wu, X.X.[Xin-Xiao], Liang, W.[Wei], Jia, Y.D.[Yun-De],
Action recognition feedback-based framework for human pose reconstruction from monocular images,
PRL(30), No. 12, 1 September 2009, pp. 1077-1085,.
Elsevier DOI Link
WWW Version. 0909
Human pose reconstruction; Action recognition feedback; Motion correlation; Manifold motion template See also Discriminative human action recognition in the learned hierarchical manifold space. BibRef

Yan, S.C.[Shui-Cheng], Wang, H., Fu, Y.[Yun], Yan, J., Tang, X., Huang, T.S.,
Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond,
IP(18), No. 1, January 2009, pp. 202-210.
IEEE DOI Link 0812
BibRef

Ning, H.Z.[Hua-Zhong], Hu, Y.X.[Yu-Xiao], Huang, T.S.[Thomas S.],
Efficient initialization of Mixtures of Experts for human pose estimation,
ICIP08(2164-2167).
IEEE DOI Link 0810
BibRef

Ning, H.Z.[Hua-Zhong], Xu, W.[Wei], Gong, Y.H.[Yi-Hong], Huang, T.S.[Thomas S.],
Latent Pose Estimator for Continuous Action Recognition,
ECCV08(II: 419-433).
Springer DOI Link 0810
BibRef

Darby, J.[John], Li, B.H.[Bai-Hua], Costen, N.P.[Nicholas P.],
Tracking human pose with multiple activity models,
PR(43), No. 9, September 2010, pp. 3042-3058.
Elsevier DOI Link
WWW Version. 1006
BibRef
Earlier:
Behaviour based particle filtering for human articulated motion tracking,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
Earlier:
Tracking a walking person using activity-guided annealed particle filtering,
FG08(1-6).
IEEE DOI Link 0809
BibRef
And:
Human Activity Tracking from Moving Camera Stereo Data,
BMVC08(xx-yy).
PDF Version. 0809
Human motion analysis; 3D human tracking; Generative model; Particle filter; Annealing BibRef

Darby, J.[John], Li, B.H.[Bai-Hua], Costen, N.P.[Nicholas P.], Fleet, D.J.[David J.], Lawrence, N.D.[Neil D.],
Backing Off: Hierarchical Decomposition of Activity for 3d Novel Pose Recovery,
BMVC09(xx-yy).
PDF Version. 0909
BibRef

Yan, S.C.[Shui-Cheng], Zhang, Z.Q.[Zhen-Qiu], Fu, Y.[Yun], Hu, Y.X.[Yu-Xiao], Tu, J.L.[Ji-Lin], Huang, T.S.[Thomas S.],
Learning a Person-Independent Representation for Precise 3D Pose Estimation,
MTPH07(xx-yy).
Springer DOI Link 0705
BibRef

Zhao, X.[Xu], Fu, Y.[Yun], Liu, Y.C.[Yun-Cai],
Human Motion Tracking by Temporal-Spatial Local Gaussian Process Experts,
IP(20), No. 4, April 2011, pp. 1141-1151.
IEEE DOI Link 1103
BibRef
Earlier:
Temporal-Spatial Local Gaussian Process Experts for Human Pose Estimation,
ACCV09(I: 364-373).
Springer DOI Link 0909
BibRef

Zhao, X.[Xu], Ning, H.Z.[Hua-Zhong], Liu, Y.C.[Yun-Cai], Huang, T.S.[Thomas S.],
Discriminative estimation of 3D human pose using Gaussian processes,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Zhu, Y.[Yan], Zhao, X.[Xu], Fu, Y.[Yun], Liu, Y.C.[Yun-Cai],
Sparse Coding on Local Spatial-Temporal Volumes for Human Action Recognition,
ACCV10(II: 660-671).
Springer DOI Link 1011
BibRef

Pehlivan, S.[Selen], Duygulu, P.[Pinar],
A new pose-based representation for recognizing actions from multiple cameras,
CVIU(115), No. 2, February 2011, pp. 140-151.
Elsevier DOI Link
WWW Version. 1102
Pose representation; Action recognition; Arbitrary view; Multi-camera BibRef

Peng, B.[Bo], Qian, G.[Gang], Ma, Y.Q.[Yun-Qian], Li, B.X.[Bao-Xin],
Multifactor feature extraction for human movement recognition,
CVIU(115), No. 3, March 2011, pp. 375-389.
Elsevier DOI Link
WWW Version. 1103
Feature extraction; View invariance; Multifactor analysis; Pose recognition; Gesture recognition BibRef

Mukherjee, S.[Snehasis], Biswas, S.K.[Sujoy Kumar], Mukherjee, D.P.[Dipti Prasad],
Recognizing Human Action at a Distance in Video by Key Poses,
CirSysVideo(21), No. 9, September 2011, pp. 1228-1241.
IEEE DOI Link 1109
BibRef
Earlier:
Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses,
ACCV10(I: 244-255).
Springer DOI Link 1011
BibRef
And:
Human action recognition in video by 'meaningful' poses,
ICCVGIP10(9-16).
WWW Version. 1111
BibRef

Hu, J.H.[Jin-Hui], Boulgouris, N.V.[Nikolaos V.],
Fast human activity recognition based on structure and motion,
PRL(32), No. 14, 15 October 2011, pp. 1814-1821.
Elsevier DOI Link
WWW Version. 1110
Activity; Recognition; Surveillance BibRef

Singh, V.K.[Vivek Kumar], Nevatia, R.[Ram],
Simultaneous tracking and action recognition for single actor human actions,
VC(27), No. 12, December 2011, pp. 1115-1123.
WWW Version. 1112
BibRef
And:
Action recognition in cluttered dynamic scenes using Pose-Specific Part Models,
ICCV11(113-120).
IEEE DOI Link 1201
BibRef
Earlier:
Human Action Recognition Using a Dynamic Bayesian Action Network with 2D Part Models,
ICCVGIP10(17-24).
WWW Version. 1111
See also Efficient Inference with Multiple Heterogeneous Part Detectors for Human Pose Estimation. BibRef

Khan, F.M.[Furqan M.], Singh, V.K.[Vivek Kumar], Nevatia, R.[Ram],
Simultaneous inference of activity, pose and object,
WACV12(281-288).
IEEE DOI Link 1203
See also Multiple pose context trees for estimating human pose in object context. BibRef

Natarajan, P.[Pradeep], Nevatia, R.[Ramakant],
Online, Real-time Tracking and Recognition of Human Actions,
Motion08(1-8).
IEEE DOI Link
PDF Version. 0801
BibRef
And:
View and scale invariant action recognition using multiview shape-flow models,
CVPR08(1-8).
IEEE DOI Link
PDF Version. 0806
BibRef
Earlier:
Coupled Hidden Semi Markov Models for Activity Recognition,
Motion07(10-10).
IEEE DOI Link
PDF Version. 0702
BibRef
And:
Hierarchical Multi-channel Hidden Semi Markov Models,
IJCAI07(xx-yy).
PDF Version. BibRef

Natarajan, P.[Pradeep], Singh, V.K.[Vivek Kumar], Nevatia, R.[Ram],
Learning 3D action models from a few 2D videos for view invariant action recognition,
CVPR10(20006-2013).
IEEE DOI Link 1006
See also Accurate person tracking through changing poses for multi-view action recognition. BibRef

Natarajan, P.[Pradeep], Banerjee, P.[Prithviraj], Nevatia, R.[Ram],
Accurate person tracking through changing poses for multi-view action recognition,
ICCVGIP10(155-161).
WWW Version. 1111
See also Learning 3D action models from a few 2D videos for view invariant action recognition. BibRef

Natarajan, P.[Pradeep], Banerjee, P.[Prithviraj], Khan, F.M.[Furqan M.], Nevatia, R.[Ramakant],
Graphical framework for action recognition using temporally dense STIPs,
WMVC09(1-8).
IEEE DOI Link 0912
BibRef

Thi, T.H.[Tuan Hue], Cheng, L.[Li], Zhang, J.[Jian], Wang, L.[Li], Satoh, S.[Shin'ichi],
Integrating local action elements for action analysis,
CVIU(116), No. 3, March 2012, pp. 378-395.
Elsevier DOI Link
WWW Version. 1201
BibRef
Earlier:
Weakly Supervised Action Recognition Using Implicit Shape Models,
ICPR10(3517-3520).
IEEE DOI Link 1008
Action retrieval; Action classification; Action matching; Spatial temporal feature; Implicit Shape Model; Generalized Hough Transform; Sparse Bayesian classifier; Multi-dimensional density estimation; Action distance function BibRef

Thi, T.H.[Tuan Hue], Cheng, L.[Li], Zhang, J.[Jian], Wang, L.[Li],
Implicit Motion-Shape Model: A generic approach for action matching,
ICIP10(1477-1480).
IEEE DOI Link 1009
BibRef

Thi, T.H.[Tuan Hue], Lu, S.J.[Si-Jun], Zhang, J.[Jian], Cheng, L.[Li], Wang, L.[Li],
Human Body Articulation for Action Recognition in Video Sequences,
AVSBS09(92-97).
IEEE DOI Link 0909
BibRef

Wang, L.[Li], Cheng, L.[Li], Thi, T.H.[Tuan Hue], Zhang, J.[Jian],
Human Action Recognition from Boosted Pose Estimation,
DICTA10(308-313).
IEEE DOI Link 1012
BibRef

Thi, T.H.[Tuan Hue], Cheng, L.[Li], Zhang, J.[Jian], Wang, L.[Li], Satoh, S.[Shinichi],
Structured learning of local features for human action classification and localization,
IVC(30), No. 1, January 2012, pp. 1-14.
Elsevier DOI Link
WWW Version. 1202
Action recognition; Action localization; Structured Learning; Local spatio-temporal features; Hierarchical sparse Bayesian filter; Support vector machine; Dynamic conditional random fields; Structural support vector machine BibRef

Thi, T.H.[Tuan Hue], Zhang, J.[Jian], Cheng, L.[Li], Wang, L.[Li], Satoh, S.,
Human Action Recognition and Localization in Video Using Structured Learning of Local Space-Time Features,
AVSS10(204-211).
IEEE DOI Link 1009
BibRef

Takahashi, M.[Masaki], Naemura, M.[Masahide], Fujii, M.[Mahito], Satoh, S.[Shin'ichi],
Human action recognition in crowded surveillance video sequences by using features taken from key-point trajectories,
MLVMA11(9-16).
IEEE DOI Link 1106
See also Human gesture recognition using 3.5-dimensional trajectory features for hands-free user interface. BibRef

Zhang, Z.[Zhang], Tao, D.C.[Da-Cheng],
Slow Feature Analysis for Human Action Recognition,
PAMI(34), No. 3, March 2012, pp. 436-450.
IEEE DOI Link 1201
Slowly varying features from quickly varying input signal. Model receptive fields of cortical neurons. Apply to action with realtionship of body parts. BibRef

Zhou, Z.L.[Zhuo-Li], Song, M.L.[Ming-Li], Zhang, L.M.[Lu-Ming], Tao, D.C.[Da-Cheng], Bu, J.J.[Jia-Jun], Chen, C.[Chun],
kPose: A New Representation For Action Recognition,
ACCV10(III: 436-447).
Springer DOI Link 1011
BibRef

Shao, L.[Ling], Ji, L.[Ling], Liu, Y.[Yan], Zhang, J.G.[Jian-Guo],
Human action segmentation and recognition via motion and shape analysis,
PRL(33), No. 4, March 2012, pp. 438-445.
Elsevier DOI Link
WWW Version. 1201
Human action segmentation; Motion analysis; PCOG; Motion history image; Human action recognition BibRef

Saghafi, B.[Behrouz], Rajan, D.[Deepu],
Human action recognition using Pose-based discriminant embedding,
SP:IC(28), No. 1, January 2012, pp. 96-111.
Elsevier DOI Link
WWW Version. 1201
Human action recognition; Dimensionality reduction; Discriminant embedding; Silhouette; Posture; Action period BibRef

Ukita, N.[Norimichi], Kanade, T.[Takeo],
Gaussian process motion graph models for smooth transitions among multiple actions,
CVIU(116), No. 4, April 2012, pp. 500-509.
Elsevier DOI Link
WWW Version. 1202
Human pose; Multiple actions; Motion prior; Gaussian process; Motion graphs BibRef

Borzeshi, E.Z.[Ehsan Zare], Piccardi, M.[Massimo], Xu, R.Y.D.[Richard Yi Da],
A discriminative prototype selection approach for graph embedding in human action recognition,
PEAction11(1295-1301).
IEEE DOI Link 1201
BibRef

Cheema, S.[Shahzad], Eweiwi, A.[Abdalrahman], Thurau, C.[Christian], Bauckhage, C.[Christian],
Action recognition by learning discriminative key poses,
PEAction11(1302-1309).
IEEE DOI Link 1201
BibRef

Eweiwi, A.[Abdalrahman], Cheema, S.[Shahzad], Thurau, C.[Christian], Bauckhage, C.[Christian],
Temporal key poses for human action recognition,
PEAction11(1310-1317).
IEEE DOI Link 1201
BibRef

Lee, C.S.[Chan-Su], Lui, Y.M.[Yui Man], Chun, S.Y.[Sung Yong],
Human action silhouette recognition based on tensor analysis using synthetic silhouette data,
PEAction11(1318-1323).
IEEE DOI Link 1201
BibRef

Girshick, R.[Ross], Shotton, J.[Jamie], Kohli, P.[Pushmeet], Criminisi, A.[Antonio], Fitzgibbon, A.W.[Andrew W.],
Efficient regression of general-activity human poses from depth images,
ICCV11(415-422).
IEEE DOI Link 1201
BibRef

Yao, B.P.[Bang-Peng], Jiang, X.Y.[Xiao-Ye], Khosla, A.[Aditya], Lin, A.L.[Andy Lai], Guibas, L.J.[Leonidas J.], Fei-Fei, L.[Li],
Human action recognition by learning bases of action attributes and parts,
ICCV11(1331-1338).
IEEE DOI Link 1201
Attributes of pose and basic actions. BibRef

Shao, L.[Ling], Wu, D.[Di], Chen, X.L.[Xiu-Li],
Action recognition using Correlogram of Body Poses and spectral regression,
ICIP11(209-212).
IEEE DOI Link 1201
BibRef

Raja, K.[Kumar], Laptev, I.[Ivan], Perez, P.[Patrick], Oisel, L.[Lionel],
Joint pose estimation and action recognition in image graphs,
ICIP11(25-28).
IEEE DOI Link 1201
BibRef

Schmidt, M.K.[Miriam K.], Schwenker, F.[Friedhelm],
Classification of Graph Sequences Utilizing the Eigenvalues of the Distance Matrices and Hidden Markov Models,
GbRPR11(325-334).
Springer DOI Link 1105
Human activity classification. Hand, head, etc. interior. BibRef

Yoon, S.M.[Sang Min], Kuijper, A.[Arjan],
Human Action Recognition Using Segmented Skeletal Features,
ICPR10(3740-3743).
IEEE DOI Link 1008
BibRef
And:
3D Human Action Recognition Using Model Segmentation,
ICIAR10(I: 189-199).
Springer DOI Link 1006
BibRef

Shao, L.[Ling], Gao, R.Y.[Ruo-Yun],
A Wavelet Based Local Descriptor for Human Action Recognition,
BMVC10(xx-yy).
HTML Version. 1009
BibRef

Shao, L.[Ling], Chen, X.L.[Xiu-Li],
Histogram of Body Poses and Spectral Regression Discriminant Analysis for Human Action Categorization,
BMVC10(xx-yy).
HTML Version. 1009
BibRef

Youssef, M.M.[Menatoallah M.], Asari, K.V.[K. Vijayan], Tompkins, R.C.[R. Cortland], Foytik, J.[Jacob],
Hull convexity defects features for human activity recognition,
AIPR10(1-7).
IEEE DOI Link 1010
BibRef

Wang, L.[Liang], Leckie, C.[Christopher],
Encoding Actions via Quantized Vocabulary of Averaged Silhouettes,
ICPR10(3657-3660).
IEEE DOI Link 1008
BibRef

Qu, H.[Hao], Wang, L.[Liang], Leckie, C.[Christopher],
Action Recognition Using Space-Time Shape Difference Images,
ICPR10(3661-3664).
IEEE DOI Link 1008
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Donoser, M.[Michael], Riemenschneider, H.[Hayko], Bischof, H.[Horst],
Shape Prototype Signatures for Action Recognition,
ICPR10(1796-1799).
IEEE DOI Link 1008
BibRef

Uddin, M.Z.[M. Zia], Thang, N.D.[Nguyen Duc], Kim, T.S.[Tae-Seong],
Human Activity Recognition via 3-D joint angle features and Hidden Markov models,
ICIP10(713-716).
IEEE DOI Link 1009
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Yang, W.L.[Wei-Long], Wang, Y.[Yang], Mori, G.[Greg],
Efficient Human Action Detection Using a Transferable Distance Function,
ACCV09(II: 417-426).
Springer DOI Link 0909
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Yang, W.L.[Wei-Long], Wang, Y.[Yang], Mori, G.[Greg],
Recognizing human actions from still images with latent poses,
CVPR10(2030-2037).
IEEE DOI Link 1006
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Earlier:
Human action recognition from a single clip per action,
MLMotion09(482-489).
IEEE DOI Link 0910
BibRef

Gu, J.X.[Jun-Xia], Ding, X.Q.[Xiao-Qing], Wang, S.J.[Sheng-Jin], Wu, Y.S.[You-Shou],
Full body tracking-based human action recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
Earlier:
Adaptive particle filter with body part segmentation for full body tracking,
FG08(1-6).
IEEE DOI Link 0809
BibRef

Thurau, C.[Christian], Hlavac, V.[Vaclav],
Pose primitive based human action recognition in videos or still images,
CVPR08(1-8).
IEEE DOI Link 0806
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Mena, O.[Oscar], Unzueta, L.[Luis], Sierra, B.[Basilio], Matey, L.[Luis],
Temporal Nearest End-Effectors for Real-Time Full-Body Human Actions Recognition,
AMDO08(xx-yy).
Springer DOI Link 0807
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Schindler, K.[Konrad], Van Gool, L.J.[Luc J.],
Combining Densely Sampled Form and Motion for Human Action Recognition,
DAGM08(xx-yy).
Springer DOI Link 0806
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Huang, F.Y.[Fei-Yue], Di, H.J.[Hui-Jun], Xu, G.Y.[Guang-You],
Viewpoint Insensitive Posture Representation for Action Recognition,
AMDO06(143-152).
Springer DOI Link 0607
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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 Link 0602
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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
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Gao, J.[Jiang], Hauptmann, A.G., Wactlar, H.D.,
Combining motion segmentation with tracking for activity analysis,
AFGR04(699-704).
IEEE Abstract. 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).
IEEE DOI Link 0409
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

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Viewpoint invariant, View Invariant, Human Action Detection, Human Action Recognition .