Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第36回ISCIE「確率システム理論と応用」国際シンポジウム(2004年11月, 埼玉鳩山)
Tracking of Fingers in Dynamic Image of Omnidirection Camera by CONDENSATION Algorithm
Masahide SakataNorikazu IkomaMotonori Doi
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ジャーナル フリー

2005 年 2005 巻 p. 14-19

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抄録
Omnidirection camera is a special camera having 360 degrees view. Gripping the camera with fingers, and using the camera image with finger motion for human machine interface is proposed in [1]. In this paper, we track the motion of fingers in the image of the same setting in [1] by using a state space model, which represents state and image observation of the fingers. State estimation is conducted by CONDENSATION algorithm[3], which is one realization of particle filters[2] maintaining posterior distribution of the state by many samples (particles) according to the distribution, i.e. the distribution is approximated by degree of dense of the samples. Experiment of finger tracking has been conducted, and usability of the algorithm is demonstrated.
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© 2005 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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