Motion recovery by using dynamic vision

Xinkai Chen, Hiroyuki Kano

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

The recovery of motion for a class of movements in the space by using the perspective observation of one point is considered in this paper. The motion equation can cover a wide class of practical movements in the space. The estimations of the position and motion parameters which are all time-varying are simultaneously developed in the proposed algorithm. The formulated problem can be converted into the observation of a dynamical system with nonlinearities. The proposed observer is based on the second method of Lyapunov. First, the parameters relating to the rotation of the motion are identified, where only one camera is needed. Then the position of the moving object is identified, where the stereo vision is necessary. in the third step, the parameters relating to the straight movement are identified. The assumptions about the perspective system are reasonable, and the convergence conditions are intuitive and have apparently physical interpretations. The proposed method requires minor a priori knowledge about the system and can cope with a much more general class of perspective systems. Furthermore, the algorithm is modified to deal with the occlusion phenomenon.

本文言語English
ホスト出版物のタイトルProceedings of the 16th IFAC World Congress, IFAC 2005
出版社IFAC Secretariat
ページ1125-1130
ページ数6
ISBN(印刷版)008045108X, 9780080451084
DOI
出版ステータスPublished - 2005

出版物シリーズ

名前IFAC Proceedings Volumes (IFAC-PapersOnline)
16
ISSN(印刷版)1474-6670

ASJC Scopus subject areas

  • Control and Systems Engineering

フィンガープリント 「Motion recovery by using dynamic vision」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル