Action Recognition by Shape Matching to Key Frames

作者： Stefan Carlsson , Josephine Sullivan

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摘要: Human action is, in general, characterized by a sequence of specific body postures. An is often recognizable from single view an posture. In this paper we demonstrate that actions can be recognized long video matching shape information extracted individual frames to stored prototypes representing key the action. The algorithm tolerant substantial deformation between image and prototype recognizes qualitatively similar shapes produced applied recognition tennis strokes up 2 min sequences. Using key-frames within all (1015) forehand are found with no false positives. backhand detected somewhat lower performance. We conclude type approach has large potential for application automatic analysis editing.

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参考文章(20)

Steven Gold, Anand Rangarajan, Chien-Ping Lu, Suguna Pappu, Eric Mjolsness, New algorithms for 2D and 3D point matching: pose estimation and correspondence Pattern Recognition. ,vol. 31, pp. 1019- 1031 ,(1998) , 10.1016/S0031-3203(98)80010-1

Stefan Carlsson, Combinatorial Geometry for Shape Representation and Indexing ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II. pp. 53- 78 ,(1996) , 10.1007/3-540-61750-7_23

David Hogg, Model-based vision: a program to see a walking person Image and Vision Computing. ,vol. 1, pp. 5- 20 ,(1983) , 10.1016/0262-8856(83)90003-3

K. Rohr, Towards model-based recognition of human movements in image sequences Cvgip: Image Understanding. ,vol. 59, pp. 94- 115 ,(1994) , 10.1006/CIUN.1994.1006

Koichiro Akita, Image Sequence Analysis of Real World Human Motion Pattern Recognition. ,vol. 17, pp. 73- 83 ,(1984) , 10.1016/0031-3203(84)90036-0

I.A. Essa, A.P. Pentland, Facial expression recognition using a dynamic model and motion energy international conference on computer vision. pp. 360- 367 ,(1995) , 10.1109/ICCV.1995.466916

J.M. Rehg, T. Kanade, Model-based tracking of self-occluding articulated objects international conference on computer vision. pp. 612- 617 ,(1995) , 10.1109/ICCV.1995.466882

Yuntao Cui, D.L. Swets, J.J. Weng, Learning-based hand sign recognition using SHOSLIF-M international conference on computer vision. pp. 631- 636 ,(1995) , 10.1109/ICCV.1995.466879

H.J. Wolfson, Y. Lamdan, J.T. Schwartz, Object recognition by affine invariant matching ,(2011)

10.

M.J. Black, Y. Yacoob, Tracking and recognizing rigid and non-rigid facial motions using local parametric models of image motion international conference on computer vision. pp. 374- 381 ,(1995) , 10.1109/ICCV.1995.466915

Action Recognition by Shape Matching to Key Frames

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Action Recognition by Shape Matching to Key Frames

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