TY - JOUR
T1 - A SIMD cellular processor array vision chip with asynchronous processing capabilities
AU - Lopich, Alexey
AU - Dudek, Piotr
N1 - Address extraction;Asynchronous processing;Cellular Processor Array;CMOS technology;Continuous time;Digital vision chip;Experimental measurements;Global operations;Gray scale;Local memories;Low level image processing;Modes of operation;Periphery circuits;Processing elements;Processing technique;Proof of concept;Random access;Vision chips;
PY - 2011
Y1 - 2011
N2 - 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. © 2011 IEEE.
AB - 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. © 2011 IEEE.
KW - Asynchronous image processing
KW - cellular processor array
KW - smart sensor
KW - vision chip
U2 - 10.1109/TCSI.2011.2131370
DO - 10.1109/TCSI.2011.2131370
M3 - Article
SN - 1549-8328
VL - 58
SP - 2420
EP - 2431
JO - IEEE Transactions on Circuits and Systems I: Regular Papers
JF - IEEE Transactions on Circuits and Systems I: Regular Papers
IS - 10
M1 - 5754622
ER -