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
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;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288166