DocumentCode :
2738618
Title :
Real time object tracking based on retino-cortical mapping
Author :
Odo, Satoru ; Hoshino, Kiyoshi
Author_Institution :
Dept. of Inf. Eng., Ryukyus Univ., Okinawa, Japan
fYear :
2000
fDate :
2000
Firstpage :
47
Lastpage :
51
Abstract :
Human vision has two areas: one is fovea centralis which is located at the center of visual axis and has high resolution, and the other is the peripheral where the resolution decreases according to the distance from the fovea. This relationship between distance and visual resolution is known as the log polar mapping, which realizes two different functions in central and peripheral visions, respectively. The object is focused and recognized with high resolution in the central vision, but the area is small. However, the objects in a large area are roughly recognized in peripheral vision, with low resolution. We propose the new method of target tracking with log polar mapping adapted to sequential image and with moving-area extraction through the optical flow obtained by the difference image method and generalized gradient-based method. Through our system, the target tracking is realized with high resolution, during short period of processing time, with data processing reduced
Keywords :
computer vision; feature extraction; image sequences; real-time systems; target tracking; computer vision; difference image method; gradient method; log polar mapping; moving-area extraction; object tracking; optical flow; retino-cortical mapping; sequential image; target tracking; Control systems; Data mining; Focusing; Gradient methods; Gravity; Humans; Image motion analysis; Image resolution; Optical sensors; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robot and Human Interactive Communication, 2000. RO-MAN 2000. Proceedings. 9th IEEE International Workshop on
Conference_Location :
Osaka
Print_ISBN :
0-7803-6273-X
Type :
conf
DOI :
10.1109/ROMAN.2000.892468
Filename :
892468
Link To Document :
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