DocumentCode
1983342
Title
SIMD/MIMD Dynamically-Reconfigurable Architecture for High-Performance Embedded Vision Systems
Author
Nieto, A. ; Vilarino, D.L. ; Brea, V.M.
Author_Institution
Centro de Investig. en Tecnoloxias da Informacion (CITIUS), Univ. of Santiago de Compostela, Santiago de Compostela, Spain
fYear
2012
fDate
9-11 July 2012
Firstpage
94
Lastpage
101
Abstract
Image and video processing algorithms are becoming more and more sophisticated. An efficient hardware architecture is a requirement in order to address effectively the increasing computational workload. In a context of high performance, low cost and rapid prototyping, a hybrid SIMD/MIMD architecture for image processing is proposed in this work. By reusing functional units and including a dynamically reconfigurable datapath, this architecture enables high performance devices for general image processing tasks with high application development productivity when using as part of a System-on-Chip. A 32-bit 128-unit coprocessor was prototyped on a Virtex-6 FPGA and results show a peak performance of 19.6 GOP/s.
Keywords
computer vision; embedded systems; field programmable gate arrays; parallel processing; performance evaluation; reconfigurable architectures; video signal processing; MIMD dynamically reconfigurable architecture; SIMD dynamically reconfigurable architecture; Virtex-6 FPGA; computational workload; hardware architecture; high-performance embedded vision systems; image processing algorithms; system-on-chip; video processing algorithms; Arrays; Coprocessors; Performance evaluation; Program processors; Registers; System-on-a-chip; FPGA; MIMD; SIMD; SoC; hybrid; image-processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Application-Specific Systems, Architectures and Processors (ASAP), 2012 IEEE 23rd International Conference on
Conference_Location
Delft
ISSN
2160-0511
Print_ISBN
978-1-4673-2243-0
Electronic_ISBN
2160-0511
Type
conf
DOI
10.1109/ASAP.2012.8
Filename
6341458
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