AER image filtering architecture for vision-processing systems

被引:52
作者
Serrano-Gotarredona, T [1 ]
Andreou, AG
Linares-Barranco, B
机构
[1] Ctr Nacl Microelect, Inst Microelect Sevilla, Seville 41012, Spain
[2] Johns Hopkins Univ, Dept Elect & Comp Engn, Baltimore, MD 21218 USA
关键词
analog integrated circuits; communication systems; convolution circuits; Gabor filters; image analysis; image segmentation; neural networks; nonlinear circuits; subthreshold circuits;
D O I
10.1109/81.788808
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 VLSI architecture is proposed for the realization of real-time two-dimensional (2-D) image filtering in an address-event-representation (AER) vision system. The architecture is capable of implementing any convolutional kernel F(x,y) as long as it is decomposable into x-axis and y-axis components, i.e., F(x, y) = H(x)V(y), for some rotated coordinate system {x, y} and if this product can he approximated safely by a signed minimum operation. The proposed architecture is intended to be used in a complete vision system, known as the boundary contour system and feature contour system (BCS-FCS) vision model, proposed by Grossberg and collaborators. The present paper proposes the architecture, provides a circuit implementation using MOS transistors operated in weak inversion, and shows behavioral simulation results at the system level operation and some electrical simulations.
引用
收藏
页码:1064 / 1071
页数:8
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