Image Motion Analysis with the Pyramid

Abstract

A new method for image motion analysis is proposed.It is based on the multi-resolution pyramid algorithms with high efficiency and uses correlation mathing process to estimate the displacement between the motion sequence frames.The analysis is decomposed into four distinct stages and independent channels,so it is possible to perform the computation in parallel pipelined hard ware,Some computer simulation results are given.

FullText(HTML)

[1]	Barnea,D.and Silverman,H.,A,Class of Algorithms for Fast Digital Image Registrstion,IEEE Trans.Computer,179-186,1972.
[2]	Frei,W.et al.,Fast Matching of Non-Stationary Images with False Fix Protection,Proc.5th Intl.Conf.on Pattern Recognition,208-212,1980.
[3]	Wong,R.and Ha11,E.,Sequential Hierarchical Scene Matching,IEEE Trans.Computers,359-366,1978.
[4]	Burt,P.,Fast Filter Transforms for Image.Processing,Compater Graphies and Image Processing,16,20-51,1981.
[5]	Adelson,E.and Burt,P.,Image Data Compressioa with the Laplacian Pyramid,Proc.IEEE Conf.on Pattern Recognition sad Image Processing,218-223,1981.
[6]	Burt,P.,Yen.C.and Xu.X.,Local Correlation Measures for Motion Analysis.Proc.IEEE Conf.on Pattern Recognition and Image Processing,269-274,1982.
[7]	Burt,P.,Yen,C.and Xu.,X.Multi-resolution Flow-through Motion Analysis,Proc.IEEE Conf.on Computer Vision and Patters Recognition.246-252,1998.

Get Citation

PDF

XML

Article views (489) PDF downloads (135)

Export File