Title :
A SIMD Cellular Processor Array Vision Chip With Asynchronous Processing Capabilities
Author :
Lopich, Alexey ; Dudek, Piotr
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester, UK
Abstract :
This paper describes an architecture and implementation of a digital vision chip that features mixed asynchronous/synchronous processing techniques. The vision chip is based on a massively parallel cellular array of processing elements, which incorporate a photo-sensor with an ADC and digital processing circuit, consisting of 64 bits of local memory, ALU, flag register and communication units. The architecture has two modes of operation: synchronous SIMD mode for low-level image processing based on local pixel data, and continuous-time mode for global operations. Additionally, the periphery circuits enable asynchronous address extraction, fixed pattern addressing and flexible, random access data I/O. A 19 × 22 proof-of-concept array has been manufactured in 0.35 μm CMOS technology. The chip delivers 15.6 GOPS for binary and 1 GOPS for grayscale operations dissipating 26.4 mW, while operating at 2.5 V and 75 MHz clock. Experimental measurements indicate that the presented concept favorably compares with other digital and analog vision chips. The results of low- and medium-level image processing on the chip are presented.
Keywords :
CMOS digital integrated circuits; analogue-digital conversion; asynchronous circuits; cellular arrays; image colour analysis; parallel processing; ADC; ALU; CMOS technology; GOPS; SIMD cellular processor array vision chip; analog vision chip; asynchronous address extraction; continuous-time mode; digital processing circuit; digital vision chip; fixed pattern addressing; flag register; frequency 75 MHz; grayscale operation dissipation; local memory; local pixel data; low-level image processing; massively parallel cellular array; medium-level image processing; mixed asynchronous-synchronous processing techniques; periphery circuit; photosensor; power 26.4 mW; proof-of-concept array; random access data; single instruction multiple data cellular processor array vision chip; size 0.35 mum; synchronous SIMD mode; voltage 2.5 V; Arrays; Image processing; Microprocessors; Pixel; Registers; Switches; Asynchronous image processing; cellular processor array; smart sensor; vision chip;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2011.2131370