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 :
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