Title :
A CMOS silicon VLSI optical sensor
Author :
Camp, William O. ; Van der Spiegel, Jan
Author_Institution :
IBM Federal Syst. Co., Owego, NY, USA
Abstract :
The authors describe a neural network integrated circuit implementation for a pattern recognition sensor that is based on some of the processes of mammalian vision. As in the retina, the image to be recognized is directly projected onto the silicon surface. An array of photoreceptors converts light intensity into currents which are fed into and processed by analog circuit elements. The first layer of image processing detects across the image, the local orientation of lines and edges. This first stage is followed by further layers of processing that recognize more complex patterns in groups of those oriented line directions
Keywords :
CMOS integrated circuits; VLSI; image recognition; image sensors; intelligent sensors; neural chips; optical sensors; CMOS silicon VLSI optical sensor; analog circuit elements; image processing; mammalian vision; neural network integrated circuit; oriented line directions; pattern recognition sensor; photoreceptors; CMOS image sensors; Image edge detection; Image recognition; Neural networks; Optical sensors; Pattern recognition; Retina; Sensor phenomena and characterization; Silicon; Very large scale integration;
Conference_Titel :
Systems, Man and Cybernetics, 1992., IEEE International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-0720-8
DOI :
10.1109/ICSMC.1992.271807