Title :
A 100×100 pixel silicon retina for gradient extraction with steering filter capabilities and temporal output coding
Author :
Barbaro, Massimo ; Burgi, Pierre-Yves ; Mortara, Alessandro ; Nussbaum, Pascal ; Heitger, Friedrich
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Cagliari-Piazza d´´Armi, Cagliari, Italy
fDate :
2/1/2002 12:00:00 AM
Abstract :
A 100×100 pixel analog very large scale integration retina is proposed to extract the magnitude and direction of spatial gradients contained in sensed images. The retina implements in a massively parallel fashion, at pixel level, an algorithm based on the concept of steerable filters to compute the gradients. An output rate of up to 1000 frames per second is achieved in a standard CMOS 0.5 μm process. The retina provides address-event coded output on two asynchronous buses, one dedicated to the the gradient´s direction and another to the gradient´s magnitude. The gradient information is temporally ordered from the largest to the smallest gradient´s magnitude. Rationales for such an order are borrowed from information theory. Precise timing of the address events is controlled by a decreasing threshold function, whose slope can be dynamically modified to regulate the data flow on the communication bus so as to reduce the number of collisions. Quantitative experimental results from a fully functional silicon demonstrator are presented
Keywords :
CMOS analogue integrated circuits; CMOS image sensors; analogue processing circuits; feature extraction; image coding; integrated circuit design; parallel algorithms; 0.5 micron; 100 pixel; 100×100 pixel silicon retina; 10000 pixel; address events timing; address-event coded output; analog VLSI design; analog very large scale integration retina; artificial retina; asynchronous buses; communication bus data flow regulation; decreasing threshold function; early vision; fully functional silicon demonstrator; information theory; massively parallel fashion; output rate; sensed images; spatial gradient extraction; standard CMOS process; steerable filters; temporal ordering; temporal output coding; CMOS image sensors; CMOS process; Concurrent computing; Filters; Information theory; Pixel; Retina; Silicon; Timing; Very large scale integration;
Journal_Title :
Solid-State Circuits, IEEE Journal of