Title :
Implementation of steerable spatiotemporal image filters on the focal plane
Author :
Gruev, Viktor ; Etienne-Cummings, Ralph
Author_Institution :
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD, USA
fDate :
4/1/2002 12:00:00 AM
Abstract :
This paper presents an architectural overview of a pseudogeneral image processor (GIP) chip for realizing steerable spatial and temporal filters at the focal-plane. The convolution of the image with programmable kernels is realized with area-efficient and real-time circuits. The chip´s architecture allows photoreceptor cells to be small and densely packed by performing all analog computations on the read-out, away from the array. The size, configuration, and coefficients of the kernels can be varied on the fly. In addition to the raw intensity image, the chip outputs four processed images in parallel. The convolution is implemented with a digitally programmable analog processor, resulting in very low-power consumption at high-computation rates. A 16×16 pixels prototype of the GIP has been fabricated in a standard 1.2-μm CMOS process and its spatiotemporal capabilities have been successfully tested. The chip exhibits 1 GOPS/mW at 20 kft/s while computing four spatiotemporal convolutions in parallel
Keywords :
CMOS image sensors; analogue processing circuits; computer vision; convolution; focal planes; image processing equipment; low-power electronics; mixed analogue-digital integrated circuits; parallel architectures; spatial filters; 1.2 micron; MIMD processors; area-efficient circuits; computer vision applications; digitally programmable analog processor; focal plane processing; high-computation rates; image convolution; low-power consumption; multiple-instruction multiple-date processors; n-well CMOS technology; parallel convolution computation; photoreceptor cells; programmable kernels; pseudogeneral image processor chip; real-time circuits; steerable spatial filters; steerable spatiotemporal image filters; steerable temporal filters; vision chip; Analog computers; CMOS process; Circuits; Computer architecture; Convolution; Filters; Kernel; Photoreceptors; Prototypes; Spatiotemporal phenomena;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
DOI :
10.1109/TCSII.2002.801211