Human action recognition using multiple views

作者: Michael B. Holte , Cuong Tran , Mohan M. Trivedi , Thomas B. Moeslund

DOI: 10.1145/2072572.2072588

关键词:

摘要: This paper presents a review and comparative study of recent multi-view 2D 3D approaches for human action recognition. The are reviewed categorized due to their nature. We report comparison the most promising methods using two publicly available datasets: INRIA Xmas Motion Acquisition Sequences (IXMAS) i3DPost Multi-View Human Action Interaction Dataset. Additionally, we discuss some shortcomings camera setups outline our thoughts on future directions

参考文章(52)
Marcin Novotni, Reinhard Klein, Marcel Körtgen, Gil-Joo Park, 3D Shape Matching with 3D Shape Contexts ,(2003)
Ali Farhadi, Mostafa Kamali Tabrizi, Learning to Recognize Activities from the Wrong View Point european conference on computer vision. pp. 154- 166 ,(2008) , 10.1007/978-3-540-88682-2_13
Daniel Weinland, Mustafa Özuysal, Pascal Fua, Making action recognition robust to occlusions and viewpoint changes european conference on computer vision. pp. 635- 648 ,(2010) , 10.1007/978-3-642-15558-1_46
Imran N. Junejo, Emilie Dexter, Ivan Laptev, Patrick Pérez, Cross-View Action Recognition from Temporal Self-similarities Lecture Notes in Computer Science. pp. 293- 306 ,(2008) , 10.1007/978-3-540-88688-4_22
Michael Kazhdan, Szymon Rusinkiewicz, Thomas Funkhouser, Rotation invariant spherical harmonic representation of 3D shape descriptors symposium on geometry processing. pp. 156- 164 ,(2003) , 10.5555/882370.882392
Du Tran, Alexander Sorokin, Human Activity Recognition with Metric Learning Lecture Notes in Computer Science. pp. 548- 561 ,(2008) , 10.1007/978-3-540-88682-2_42
Mihael Ankerst, Gabi Kastenmüller, Hans-Peter Kriegel, Thomas Seidl, 3D Shape Histograms for Similarity Search and Classification in Spatial Databases Lecture Notes in Computer Science. pp. 207- 226 ,(1999) , 10.1007/3-540-48482-5_14
M. Pierobon, M. Marcon, A. Sarti, S. Tubaro, 3-D Body Posture Tracking For Human Action Template Matching international conference on acoustics, speech, and signal processing. ,vol. 2, pp. 501- 504 ,(2006) , 10.1109/ICASSP.2006.1660389
Pyry Matikainen, Padmanabhan Pillai, Lily Mummert, Rahul Sukthankar, Martial Hebert, Prop-free pointing detection in dynamic cluttered environments ieee international conference on automatic face gesture recognition. pp. 374- 381 ,(2011) , 10.1109/FG.2011.5771428
J. Kilner, J-Y. Guillemaut, A. Hilton, 3D action matching with key-pose detection international conference on computer vision. pp. 1- 8 ,(2009) , 10.1109/ICCVW.2009.5457724