Title :
Analog implementation towards artificial post-retinal processing
Author :
Zakaria, A. ; Khondker, T. ; Akers, L.A.
Author_Institution :
Center for Solid State Electron. Res., Arizona State Univ., Tempe, AZ, USA
Abstract :
Information processing in the visual cortex of the mammalian brain allows compact image coding and representation. Neurons found in the primary visual cortex, i.e. the striate cortex, act as localized spatial frequency filters. Receptive field structures found in the visual cortex of the mammalian brain resemble Gabor filters. Systems employing such Gabor filters have been implemented in software for a variety of applications. We believe a hardware implementation of such cells will be useful in artificial visual processing. We previously developed an analog circuit to implement the Gabor function, but the circuit did not perform some of the complex spatial dilation needed. We now report a new circuit that accomplish these critical characteristics and mimic the simple cell function in the striate cortex
Keywords :
computer vision; image coding; image representation; spatial filters; Gabor filter; analog circuit; artificial post-retinal visual processing; image coding; image representation; information processing; mammalian brain; spatial dilation; spatial frequency filter; striate cortex; visual cortex; Application software; Brain modeling; Gabor filters; Hardware; Image coding; Image processing; Information processing; Neurons; Radio frequency; Solid state circuits;
Conference_Titel :
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN :
0-7803-3583-X
DOI :
10.1109/ISCAS.1997.608976