A 100 x 100 pixel silicon retina for gradient extraction with steering filter capabilities and temporal output coding

被引:48
作者
Barbaro, M
Burgi, PY
Mortara, A
Nussbaum, P
Heitger, F
机构
[1] Univ Cagliari, Dept Elect & Elect Engn, I-09123 Cagliari, Italy
[2] Swiss Ctr Elect & Microtechnol, Adv Microelect Div, CH-2007 Neuchatel, Switzerland
关键词
analog VLSI design; artificial retina; early vision; image processing; spatial gradient extraction; steerable filters; temporal coding;
D O I
10.1109/4.982422
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A 100 x 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 pm 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 largest to 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.
引用
收藏
页码:160 / 172
页数:13
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