Title :
Digital Image Processing in the Light of Some Newer Aspects of Low-level Visual Processing
Author :
Sarkar, Sandip ; Ghosh, Kuntal ; Bhaumik, Kamales
Author_Institution :
Saha Inst. of Nucl. Phys., Kolkata
Abstract :
The mammalian retina behaves like an intelligent network, capable of extracting very rich edge information in the visual cortex, from the image falling on it. It then transfers the computed values to the brain node, located further interior, for carrying out more sophisticated information processing tasks, all in real time. In this paper a simple mechanism for implementing the mammalian retina on a three-dimensional vision chip has been suggested. Moreover, 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 bio-mimetic tools for the purpose of digital image processing
Keywords :
computer vision; edge detection; biomimetic tool; digital image processing; edge information extraction; information processing task; intelligent network; low-level visual processing; mammalian retina; nonlinear response; three-dimensional vision chip; visual cortex; Biology computing; Digital images; Humans; Neuromorphics; Nuclear physics; Optical filters; Photoreceptors; Retina; Silicon; Visual system; image processing; intelligent sensing; neuromorphic system;
Conference_Titel :
Engineering of Intelligent Systems, 2006 IEEE International Conference on
Conference_Location :
Islamabad
Print_ISBN :
1-4244-0456-8
DOI :
10.1109/ICEIS.2006.1703167