DocumentCode :
1593803
Title :
A silicon retina system for color constancy
Author :
Shimonomura, Kazuhiro ; Yagi, Tetsuya
Author_Institution :
Dept. of Robot., Ritsumeikan Univ., Kusatsu, Japan
fYear :
2010
Firstpage :
1
Lastpage :
5
Abstract :
A silicon retina is an intelligent vision sensor that can execute real-time image preprocessing by using a parallel analog circuit that mimics the structure of the neuronal circuits in a vertebrate retina. We have designed and fabricated a frame-based, wide dynamic range silicon retina with an active pixel sensor that approximates the logarithmic illumination-to-voltage transfer characteristics by using a time-dependent stepped reset voltage technique. In the present study, we described the silicon retina and its application to robust color detection against changes of illumination. A present model for color constancy is based on Land´s retinex theory and opponent color theory. In this model, an input image is divided into red, green, and blue channels, and received by the image sensors with a logarithmic response. In each channel, the received image is filtered by a Laplacian-Gaussian spatial filter. And then, the opposite color responses, namely redgreen and yellow-blue, are calculated. The specific color can be detected by specifying the area on the opponent color plane which is composed of two opposite color responses. We consider a hardware implementation of real time color vision system employing three wide dynamic range silicon retinas and FPGA.
Keywords :
CMOS analogue integrated circuits; CMOS image sensors; Gaussian processes; colour vision; elemental semiconductors; eye; image colour analysis; intelligent sensors; silicon; spatial filters; Laplacian-Gaussian spatial filter; Si; active pixel sensor; color constancy; color detection; frame-based wide dynamic range silicon retina system; image sensor; intelligent vision sensor; logarithmic illumination-to-voltage transfer characteristic; neuronal circuit; opponent color theory; parallel analog circuit; real time color vision system; real-time image preprocessing; retinex theory; time-dependent stepped reset voltage technique; vertebrate retina; Lighting; Wide dynamic range; color constancy; logarithmic response; silicon retina;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
World Automation Congress (WAC), 2010
Conference_Location :
Kobe
ISSN :
2154-4824
Print_ISBN :
978-1-4244-9673-0
Electronic_ISBN :
2154-4824
Type :
conf
Filename :
5665578
Link To Document :
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