We present an optoelectronic-VLSI system that integrates complementary meta
l-oxide semiconductor/multiple-quantum-well smart pixels for high-throughpu
t computation and signal processing. The system uses 5 x 10 cellular smart-
pixel arrays with intrachip electrical mesh interconnections and interchip
optical point-to-point interconnections. Each smart pixel is a fine grain m
icroprocessor that executes binary image algebra instructions. There is one
dual-rail optical modulator output and one dual-rail optical detector inpu
t in each pixel. These optical input-output arrays provide chip-to-chip opt
ical interconnects. Cascading these smart-pixel array chips permits direct
transfer of two-dimensional data or images in parallel. We present laborato
ry demonstrations of the system for digital image edge detection and digita
l video motion estimation. We also analyze the performance of the system co
mpared with that of conventional single-instruction-multiple-data processor
s. (C) 1999 Optical Society of America.