DocumentCode
3149661
Title
Estimating the spin of a table tennis ball using Inverse Compositional Image Alignment
Author
Tamaki, Toru ; Wang, Haoming ; Raytchev, Bisser ; Kaneda, Kazufumi ; Ushiyama, Yukihiko
Author_Institution
Hiroshima Univ., Hiroshima, Japan
fYear
2012
fDate
25-30 March 2012
Firstpage
1457
Lastpage
1460
Abstract
In this paper, we propose a method for estimating the rotational velocity of a table tennis ball with Inverse Compositional Image Alignment, ICIA. Assuming orthogonal projection of the camera, we derive an update rule for the motion parameters. Because of the precomputation of the Hessian matrix in ICIA and the simplifying assumptions, the motion parameters estimation at each frame is very fast. We evaluate results for measuring the spins in a synthesized sequence, as well as in real image sequences of table tennis rallies.
Keywords
Hessian matrices; cameras; image sequences; motion estimation; parameter estimation; Hessian matrix; camera; image sequences; inverse compositional image alignment; motion parameter estimation; motion parameters; orthogonal projection; rotational velocity estimation; spin estimation; table tennis ball; Cameras; Estimation; Image sequences; Optical imaging; Solid modeling; Sports equipment; Tracking; Inverse Compositional Image Alignment; ball spin estimation; rotation measurement; table tennis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1520-6149
Print_ISBN
978-1-4673-0045-2
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2012.6288166
Filename
6288166
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