Quasi-periodic action recognition from monocular videos via 3D human models and cyclic HMMs

International Conference on Advanced Technologies for Communications

Volumn , Issue , 2012, Pages 110-113

  Thuc, Hoang Le Uyen ^a   Ke, Shian Ru ^b   Hwang, Jenq Neng ^b   Van Tuan, Pham ^a   Chau, Truong Ngoc ^a  

^a THE UNIVERSITY OF DANANG   (Viet Nam)

^b University of Washington   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

3D COORDINATES; 3D GEOMETRIC RELATIONAL FEATURES; 3D HUMAN MODELS; ACTION RECOGNITION; FEATURE VECTORS; GEOMETRIC RELATIONS; HUMAN ACTIONS; HUMAN JOINTS; INPUT VIDEOS; MONOCULAR VIDEO; MONOCULAR VIDEO SEQUENCES; QUASI-PERIODIC; RECOGNITION RATES;

HIDDEN MARKOV MODELS; IMAGE RECOGNITION; MOTION ESTIMATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

THREE DIMENSIONAL;

EID: 84873565655     PISSN: 21621039     EISSN: 21621020     Source Type: Conference Proceeding    
DOI: 10.1109/ATC.2012.6404241     Document Type: Conference Paper

References (13)

1. Wonjun Kim' Jaeho Lee' Minjin Kim' Daeyoung Oh' and Changick Kim' "Human action recognition using ordinal measure of accumulated motion'" EURASIP journal on Advances in Signal Processing' vol. 2010' Article ID 219109' 11 pages' June 2010.
2. Chih-Chang Yu' Hsu-Yung Cheng' Chien-Hung Cheng' and Kuo-Chin Fan' "Efficient human action and gait analysis using multiresolution motion energy histogram'" EURASIP journal on Advances in Signal Processing' vol. 2010' Article ID 975291' 13 pages' 2010.
3. Mohiuddin Ahmad and Seong-Whan Lee' "HMM-based Human Action Recognition Using Multiview Image Sequences'" Proc. IEEE ICPR' vol. 1' pp. 263-266' 2006.
4. Meinard Muller' Tido Roder' Michael Clausen' "Efficient content-based retrieval of motion capture data'" Association for Computing Machinery Transactions on Graphics' vol. 24 (3)' pp. 677-685' Jul. 2005.
5. D. Sankoff and J. Kruskal' editors. TimeWarps' String Edits' and Macromolecules' "The Theory and Practice of Sequence Comparison'" Addison-Wesley Publishing Company' Inc.' 1983.
6. Samsu Sempena' Nur Ulfa Maulidevi' Peb Ruswono Aryan' "Human Action Recognition Using Dynamic Time Warping'" Proc. IEEE ICEEI' pp. 1-5' Jul. 2011
7. Hoang Le Uyen Thuc' Shian-Ru Ke' Jenq-Neng Hwang' Jang-Hee Yoo' and Kyoung-Ho Choi' "Human Action Recognition based on 3D Body Modeling from Monocular Videos'" Prontiers of Computer Vision Workshop' pp. 6-13' 2012.
8. Derek R. Magee and Roger D. Boyle' "Detecting Lameness Using Resampling Condensation and Multi-stream Cyclic Hidden Markov Models'" Image and Vision Computing 20' pp. 581-594' 2002.
9. Shian-Ru Ke' Jenq-Neng Hwang' Kung-Ming Lan' and Shen-Zheng Wang' "View-Invariant 3D Human Body Pose Reconstruction using a Monocular Video Camera'" Proc. IEEE ICDSC' pp. 1-6' Aug. 2011.
10. Hoang Le Uyen Thuc' Pham Van Tuan' and Jenq-Neng Hwang' "An effective 3D Geometric Relational Feature Descriptor for Human Action Recognition'" Proc. IEEE-RIVF' pp. 270-275' 2012.
11. H. Sundar' D. Silver' N. Gagvani' S. Dickinson' D. Silver Y' "Skeleton Based Shape Matching and Retrieval'" SMI' 2003.
12. D. Comaniciu' P. Meer' "Mean shift: a robust approach toward feature space analysis'" IEEE Transactions on Pattern Analysis and Machine Intelligence' vol.24' no.5' pp.603-619' May 2002.
13. Welch' Greg and Gary Bishop' "An Introduction to the Kalman Filter'" Technical Report TR 95-041' Dept. of Computer Science' Univ. of North Carolina at Chapel Hill' 1995