DocumentCode :
765149
Title :
System design for pixel-parallel image processing
Author :
Gealow, Jeffrey C. ; Herrmann, Frederick P. ; Hsu, Lawrence T. ; Sodini, Charles G.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., MIT, Cambridge, MA, USA
Volume :
4
Issue :
1
fYear :
1996
fDate :
3/1/1996 12:00:00 AM
Firstpage :
32
Lastpage :
41
Abstract :
A system design for performing low-level image processing tasks in real time is presented. The design is based on large processor-per-pixel arrays implemented using integrated circuit technology. Two integrated circuit architectures are summarized: an associative parallel processor and a parallel processor employing DRAM cells. In both architectures, the layout pitch of one-bit-wide logic is matched to the pitch of memory cells to form high-density processing element arrays. The system design features an efficient control path implementation, providing high processing element array utilization without demanding complex controller hardware. Sequences of array instructions are generated by a host computer before processing begins, then stored in a simple controller. Once processing begins, the host computer initiates stored sequences to perform pixel-parallel operations. A programming framework implemented using the C++ programming language supports application development. A prototype system employs associative parallel processor devices, a controller, and the programming framework. Three sample applications, smoothing and segmentation, median filtering, and optical flow, establish the suitability of the system for real-time image processing.
Keywords :
associative processing; digital signal processing chips; image processing; integrated circuit design; parallel processing; C++ programming; DRAM cells; associative parallel processor; control path; controller; integrated circuit architecture; low-level image processing; median filtering; optical flow; parallel processor; pixel-parallel operations; processor-per-pixel arrays; real-time image processing; segmentation; smoothing; system design; Application software; Computer architecture; Control systems; Image processing; Integrated circuit technology; Logic arrays; Optical filters; Pixel; Random access memory; Real time systems;
fLanguage :
English
Journal_Title :
Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-8210
Type :
jour
DOI :
10.1109/92.486079
Filename :
486079
Link To Document :
بازگشت