Evaluation of local descriptors for action recognition in videos
作者： Piotr Bilinski , Francois Bremond
DOI: 10.1007/978-3-642-23968-7_7
关键词: Computer science 、 Artificial intelligence 、 Motion (physics) 、 Experimental methods 、 Support vector machine 、 Action (philosophy) 、 Scale (map) 、 Representation (mathematics) 、 Action recognition 、 Machine learning
摘要: … Recently, local descriptors have drawn a lot of attention as a representation method for action recognition. They are able to capture appearance and motion. They are robust to …
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sci-hub.se 参考文章(24)
Julian Stöttinger, Bogdan Tudor Goras, Thomas Pöntiz, Allan Hanbury, Nicu Sebe, Theo Gevers, Systematic Evaluation of Spatio-Temporal Features on Comparative Video Challenges Computer Vision – ACCV 2010 Workshops. pp. 349- 358 ,(2011) , 10.1007/978-3-642-22822-3_35
Edward Rosten, Tom Drummond, Machine learning for high-speed corner detection european conference on computer vision. pp. 430- 443 ,(2006) , 10.1007/11744023_34
Geert Willems, Tinne Tuytelaars, Luc Van Gool, An Efficient Dense and Scale-Invariant Spatio-Temporal Interest Point Detector Lecture Notes in Computer Science. pp. 650- 663 ,(2008) , 10.1007/978-3-540-88688-4_48
Thorsten Joachims, Making large scale SVM learning practical Technical reports. ,(1999) , 10.17877/DE290R-14262
BSCH OLKOPF, C Burges, A Smola, Advances in kernel methods: support vector learning international conference on neural information processing. ,(1999) , 10.5555/299094
Herbert Bay, Tinne Tuytelaars, Luc Van Gool, SURF: speeded up robust features european conference on computer vision. ,vol. 1, pp. 404- 417 ,(2006) , 10.1007/11744023_32
Heng Wang, Muhammad Muneeb Ullah, Alexander Klaser, Ivan Laptev, Cordelia Schmid, Evaluation of local spatio-temporal features for action recognition british machine vision conference. pp. 1- 11 ,(2009) , 10.5244/C.23.124
M. Blank, L. Gorelick, E. Shechtman, M. Irani, R. Basri, Actions as space-time shapes international conference on computer vision. ,vol. 2, pp. 1395- 1402 ,(2005) , 10.1109/ICCV.2005.28
Ivan Laptev, On Space-Time Interest Points international conference on computer vision. ,vol. 64, pp. 107- 123 ,(2005) , 10.1007/S11263-005-1838-7
Alexander Klaser, Marcin Marszałek, Cordelia Schmid, A Spatio-Temporal Descriptor Based on 3D-Gradients british machine vision conference. pp. 1- 10 ,(2008) , 10.5244/C.22.99