Optical-flow estimation for multichannel video sequences

Chun-Jen Tsai*, Aggelos K. Katsaggelos

*Corresponding author for this work

研究成果: Conference article同行評審

1 引文 斯高帕斯(Scopus)

摘要

This paper presents a technique for multichannel optical flow estimation. We combine the brightness constancy constraint with the relationship between optical flow fields and disparity fields in estimating optical flow fields by solving systems of linear equations. In this formulation, the so-called round-about compatibility constraint is used to ensure the coherence between optical flow fields and to pin down the tangential components of optical flow vectors which are undiscernible form the first order intensity derivatives. Since disparity information is used to assist optical flow estimation here, a reliable disparity field estimator is required. The disparity fields are recovered using a disparity space image technique. We also discuss the sensitivity of this technique when the essential parallel- axes camera configuration assumption is violated. Experiments show that the technique is very promising for practical applications.

原文English
頁(從 - 到)360-368
頁數9
期刊Proceedings of SPIE - The International Society for Optical Engineering
3024
DOIs
出版狀態Published - 1 十二月 1997
事件Visual Communications and Image Processing '97 - San Jose, CA, United States
持續時間: 12 二月 199712 二月 1997

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