DocumentCode
306336
Title
Binocular tracking using log polar mapping
Author
Oshiro, Naoki ; Maru, Noriaki ; Nishikawa, Atsushi ; Miyazaki, Fumio
Author_Institution
Fac. of Eng. Sci., Osaka Univ., Japan
Volume
2
fYear
1996
fDate
4-8 Nov 1996
Firstpage
791
Abstract
This paper describes a new binocular tracking method using log polar mapping (LPM) which approximately represents the mapping of the retina into the visual cortex in primate vision. Using LPM makes it possible not only to obtain both a high central resolution and a wide field of view, but also to significantly reduce the processing of image data. In this paper, LPM is performed in software by the lookup table method. Our tracking method utilizes a zero disparity filter (ZDF) for extracting the target object and virtual horopter method for estimating binocular disparities, respectively. The performance of both target extraction and disparity estimation is improved in comparison with the conventional methods, by using LPM. Some experimental results are also shown to demonstrate the effectiveness of the proposed method
Keywords
directed graphs; edge detection; image representation; motion estimation; stereo image processing; binocular disparities; binocular tracking; high central resolution; log polar mapping; lookup table method; target extraction; virtual horopter method; wide field of view; zero disparity filter; Data mining; Filters; Image edge detection; Machine vision; Object detection; Retina; Software performance; Table lookup; Target tracking; Visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems '96, IROS 96, Proceedings of the 1996 IEEE/RSJ International Conference on
Conference_Location
Osaka
Print_ISBN
0-7803-3213-X
Type
conf
DOI
10.1109/IROS.1996.571053
Filename
571053
Link To Document