A Novel Robot Vision Applicable to Real-time Target Tracking
Author(s) -
Kazuhiro Shimonomura,
Keisuke Inoue,
Seiji Kameda,
T. Yagi
Publication year - 2003
Publication title -
journal of robotics and mechatronics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.257
H-Index - 19
eISSN - 1883-8049
pISSN - 0915-3942
DOI - 10.20965/jrm.2003.p0185
Subject(s) - computer vision , computer science , artificial intelligence , frame rate , field programmable gate array , robot , background subtraction , image sensor , machine vision , tracking (education) , pixel , computer hardware , psychology , pedagogy
We designed a vision system with a novel architecture composed of a silicon retina, an analog CMOS VLSI intelligent sensor, and FPGA. Two basic pre-processes are done with the silicon retina: a Laplacian-Gaussian (∇2G)-like spatial filtering and a subtraction of consecutive frames. Analog outputs of the silicon retina were binarized and transferred to FPGA in which digital image processing was executed. The system was applied to real-time target tracking under indoor illumination. Namely, the center of a target object was found as the median of the binarized image. The object could be tracked within the video frame rate in indoor illumination. The system has a compact hardware and a low power consumption and therefore is suitable for robot vision.
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