Title :
A Retinomorphic Sensor Network for Image Preprocessing
Author :
Sarkar, Sandip ; Ghosh, Kuntal ; Bhaumik, Kamales
Author_Institution :
Microelectronics Div., Saha Inst. of Nucl. Phys., Kolkata
Abstract :
The mammalian retina is actually an intelligent sensor network. It is capable of extracting very rich edge information in the cortex, from the image falling on it, before transferring the computed values to the brain node, located further interior, for carrying out more sophisticated information processing tasks, and all in real time. In this paper a simple two dimensional sensor network for implementing the mammalian retina on a three-dimensional vision chip has been suggested. Although the inner layers of retina are known to elicit non-linear responses, we have shown here that even such a simple linear analogue can yield some very effective tools for the purpose of retina-like image preprocessing
Keywords :
distributed sensors; edge detection; eye; image sensors; edge detection; image preprocessing; mammalian retina; retinomorphic sensor network; three-dimensional vision chip; Brain modeling; Gaussian approximation; Image edge detection; Image sensors; Intelligent networks; Intelligent sensors; Large scale integration; Physics; Retina; Stereo vision; analog LSI; compression; edge detection; enhancement; intelligent sensing; retina; sensor network;
Conference_Titel :
Intelligent Sensing and Information Processing, 2005. ICISIP 2005. Third International Conference on
Conference_Location :
Bangalore
Print_ISBN :
0-7803-9588-3
DOI :
10.1109/ICISIP.2005.1619425