Title :
Hardware implementation of post-retinal processing using analog VLSI
Author :
Satakopan, S. ; James, S. ; Akers, L.A.
Author_Institution :
Center for Solid State Electron. Res., Arizona State Univ., Tempe, AZ, USA
Abstract :
Study of nature has always given us the path to do things in a smart and efficient way. In the field of image processing we feel that the retinal vision system might provide us with some insight. The visual cortex of the mammalian brain allows compact image coding and representation. On the basis of measured receptive field profiles and spatial frequency tuning characteristics of simple cortical cells, it can be concluded that the representation of an image in the visual cortex must involve both spatial and spatial frequency variables. These localized spatial and spatial frequency filters found in the visual cortex of the mammalian brain resemble Gabor filters. The hardware implementation of such filters was reported by A. Zakaria, T. Khondker and L.A. Akers (1997). These circuits could only be tested using simulated voltage inputs corresponding to the intensity of light. We have now developed a chip with photoreceptors interfaced to these filters. The design of these filters have also been simplified to increase the fill factor of the chip
Keywords :
CMOS analogue integrated circuits; VLSI; analogue processing circuits; image processing equipment; image representation; image sensors; neural chips; nonlinear filters; Gabor filters; analog VLSI; chip fill factor improvement; cortical cells; hardware implementation; image coding; image processing; image representation; photoreceptors; post-retinal processing; receptive field profiles; retinal vision system; spatial frequency tuning characteristics; Brain modeling; Circuit testing; Frequency measurement; Gabor filters; Hardware; Image coding; Image processing; Machine vision; Retina; Tuning;
Conference_Titel :
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4455-3
DOI :
10.1109/ISCAS.1998.703976