16.7.4.6.2 Viewpoint invariant, View Invariant, Human Action Detection, Human Action Recognition

Chapter Contents (Back)
Activity Recognition. Human Actions. Human Motion.

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
See also View-invariant alignment and matching of video sequences. BibRef

Rao, C.[Cen], Shah, M.[Mubarak],
View-Invariance in Action Recognition,
CVPR01(II:316-322).
IEEE Abstract. 0110
BibRef
And:
View-Invariant Representation and Learning of Human Action,
EventVideo01(55-63).
IEEE DOI Link 0106
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.
Springer DOI Link 0601
BibRef
Earlier:
View invariants for human action recognition,
CVPR03(II: 613-619).
IEEE Abstract. 0307
BibRef
Earlier:
Quasi-invariants for human action representation and recognition,
ICPR02(I: 307-310).
IEEE DOI Link 0211
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

Souvenir, R.[Richard], Parrigan, K.[Kyle],
Viewpoint Manifolds for Action Recognition,
JIVP(2009), No. 2009, pp. xx-yy.
WWW Version. 0911
BibRef

Parrigan, K.[Kyle], Souvenir, R.[Richard],
Aggregating Low-Level Features for Human Action Recognition,
ISVC10(I: 143-152).
Springer DOI Link 1011
BibRef

Souvenir, R.[Richard], Babbs, J.[Justin],
Learning the viewpoint manifold for action recognition,
CVPR08(1-7).
IEEE DOI Link 0806
BibRef

Suma, E.A.[Evan A.], Sinclair, C.W.[Christopher Walton], Babbs, J.[Justin], Souvenir, R.[Richard],
A Sketch-Based Approach for Detecting Common Human Actions,
ISVC08(I: 418-427).
Springer DOI Link 0812
BibRef

Huang, K.Q., Tao, D.C., Yuan, Y., Li, X.L., Tan, T.,
View-Independent Behavior Analysis,
SMC-B(39), No. 4, August 2009, pp. 1028-1035.
IEEE DOI Link 0906
Motion analysis of the human body is an important topic of research in computer vision devoted to detecting, tracking, and understanding people's physical behavior. BibRef

Shen, Y.P.[Yu-Ping], Foroosh, H.[Hassan],
View-Invariant Action Recognition from Point Triplets,
PAMI(31), No. 10, October 2009, pp. 1898-1905.
IEEE DOI Link 0909
BibRef
Earlier:
View-invariant action recognition using fundamental ratios,
CVPR08(1-6).
IEEE DOI Link 0806
Decompose body motion into rigid motion of planes defined by 3 points. Can easily measure similarity from this representation. BibRef

Sun, C.[Chuan], Junejo, I.N.[Imran N.], Foroosh, H.[Hassan],
Action recognition using rank-1 approximation of Joint Self-Similarity Volume,
ICCV11(1007-1012).
IEEE DOI Link 1201
BibRef

Ashraf, N.[Nazim], Shen, Y.P.[Yu-Ping], Foroosh, H.[Hassan],
View-Invariant Action Recognition Using Rank Constraint,
ICPR10(3611-3614).
IEEE DOI Link 1008
BibRef
Earlier: A2, A1, A3:
Action recognition based on homography constraints,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Pedersoli, M.[Marco], Gonzālez, J.[Jordi], Bagdanov, A.D.[Andrew D.], Roca, F.X.[F. Xavier],
Efficient discriminative multiresolution cascade for real-time human detection applications,
PRL(32), No. 13, 1 October 2011, pp. 1581-1587.
Elsevier DOI Link
WWW Version. 1109
Human detection; Object detection; Support Vector Machine BibRef

Chakraborty, B.[Bhaskar], Rudovic, O.[Ognjen], Gonzalez, J.[Jordi],
View-invariant human-body detection with extension to human action recognition using component-wise HMM of body parts,
FG08(1-6).
IEEE DOI Link 0809
BibRef

Pedersoli, M.[Marco], Gonzālez, J.[Jordi], Villanueva, J.J.[Juan José],
High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients,
IbPRIA09(48-55).
Springer DOI Link 0906
BibRef

Chakraborty, B.[Bhaskar], Pedersoli, M.[Marco], Gonzālez, J.[Jordi],
View-Invariant Human Action Detection Using Component-Wise HMM of Body Parts,
AMDO08(xx-yy).
Springer DOI Link 0807
BibRef

Gong, W.J.[Wen-Juan], Bagdanov, A.D.[Andrew D.], Roca, F.X.[F. Xavier], Gonzālez, J.[Jordi],
Automatic Key Pose Selection for 3D Human Action Recognition,
AMDO10(290-299).
Springer DOI Link 1007
BibRef

Chakraborty, B.[Bhaskar], Bagdanov, A.D.[Andrew D.], Gonzālez, J.[Jordi],
Towards Real-Time Human Action Recognition,
IbPRIA09(425-432).
Springer DOI Link 0906
BibRef

Huang, K., Zhang, Y., Tan, T.,
A Discriminative Model of Motion and Cross Ratio for View-Invariant Action Recognition,
IP(21), No. 4, April 2012, pp. 2187-2197.
IEEE DOI Link 1204
BibRef


Karthikeyan, S., Gaur, U.[Utkarsh], Manjunath, B.S., Grafton, S.[Scott],
Probabilistic subspace-based learning of shape dynamics modes for multi-view action recognition,
PEAction11(1282-1286).
IEEE DOI Link 1201
BibRef

Gong, D.[Dian], Medioni, G.[Gerard],
Dynamic Manifold Warping for view invariant action recognition,
ICCV11(571-578).
IEEE DOI Link 1201
BibRef

Holte, M.B., Moeslund, T.B., Nikolaidis, N., Pitas, I.,
3D Human Action Recognition for Multi-view Camera Systems,
3DIMPVT11(342-349).
IEEE DOI Link 1109
BibRef

Anwaar-ul-Haq, Gondal, I.[Iqbal], Murshed, M.[Manzur],
Contextual Action Recognition in Multi-sensor Nighttime Video Sequences,
DICTA11(256-261).
IEEE DOI Link 1205
BibRef

Anwaar_ul-Haq, Gondal, I.[Iqbal], Murshed, M.[Manzur],
Action Recognition Using Spatio-Temporal Distance Classifier Correlation Filter,
DICTA11(474-479).
IEEE DOI Link 1205
BibRef

Anwaar-ul-Haq, Gondal, I.[Iqbal], Murshed, M.[Manzur],
On dynamic scene geometry for view-invariant action matching,
CVPR11(3305-3312).
IEEE DOI Link 1106
BibRef
And: CVPR11(3369-3376).
IEEE DOI Link 1106
BibRef

Kakarala, R.[Ramakrishna], Kaliamoorthi, P.[Prabhu], Li, W.Q.[Wan-Qing],
Viewpoint invariants from three-dimensional data: The role of reflection in human activity understanding,
HAU3D11(57-62).
IEEE DOI Link 1106
BibRef

Azary, S.[Sherif], Savakis, A.[Andreas],
View Invariant Activity Recognition with Manifold Learning,
ISVC10(II: 606-615).
Springer DOI Link 1011
BibRef

Kholgade, N.[Natasha], Savakis, A.[Andreas],
Human Activity Recognition Using the 4D Spatiotemporal Shape Context Descriptor,
ISVC09(II: 357-366).
Springer DOI Link 0911
BibRef

Liu, F.W.[Fa-Wang], Jia, Y.D.[Yun-De],
Violence classification based on shape variations from multiple views,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

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

Zhang, Y.Y.[Ye-Yin], Huang, K.Q.[Kai-Qi], Huang, Y.Z.[Yong-Zhen], Tan, T.N.[Tie-Niu],
View-invariant action recognition using cross ratios across frames,
ICIP09(3549-3552).
IEEE DOI Link 0911
BibRef

Wang, S.Q.[Shi-Quan], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
A compact optical flow based motion representation for real-time action recognition in surveillance scenes,
ICIP09(1121-1124).
IEEE DOI Link 0911
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).
IEEE DOI Link 0709
BibRef
And:
Group Activity Recognition Based on ARMA Shape Sequence Modeling,
ICIP07(III: 209-212).
IEEE DOI Link 0709
BibRef
And:
Human Activity Recognition Based on R Transform,
VS07(1-8).
IEEE DOI Link 0706
BibRef

Cherla, S.[Srikanth], Kulkarni, K.[Kaustubh], Kale, A.[Amit], Ramasubramanian, V.,
Towards fast, view-invariant human action recognition,
CVPR4HB08(1-8).
IEEE DOI Link 0806
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).
IEEE DOI Link 0106
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. BibRef 9800

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

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Human Action Recognition, Indoor Environments, Office, Smart Room .


Last update:May 16, 2012 at 20:31:07