Title :
A Run-Time Re-configurable Parametric Architecture for Local Neighborhood Image Processing
Author :
Porter, Reid B. ; Frigo, Jan R. ; Gokhale, Maya ; Wolinski, C. ; Charot, F. ; Wagner, C.
Author_Institution :
Los Alamos Nat. Lab., NM
Abstract :
We propose a run-time re-configurable parametric architecture (fabric) for local neighborhood image processing. The proposed architecture is composed of polymorphous cells where each cell accesses neighborhood data from a local cell memory, and executes a neighborhood function sequentially. The architecture is flexible since different neighborhood functions can be implemented by rewriting a cell´s software micro-code. High throughput is achieved because many cells execute concurrently. We show that for a satellite image feature extraction application, our architecture, implemented on Stratix II and Virtex 2 field programmable gate arrays, achieves similar performance, hardware resource utilization, and throughput as a fully pipelined systolic array architecture, yet offers imp roved flexibility to the developer. We compare and contrast these two architectures for their usability to the image processing community
Keywords :
feature extraction; field programmable gate arrays; image processing; reconfigurable architectures; systolic arrays; field programmable gate arrays; hardware resource utilization; local neighborhood image processing; pipelined systolic array architecture; run-time reconfigurable parametric architecture; satellite image feature extraction application; Application software; Computer architecture; Fabrics; Feature extraction; Field programmable gate arrays; Hardware; Image processing; Runtime; Satellites; Throughput;
Conference_Titel :
Digital System Design: Architectures, Methods and Tools, 2006. DSD 2006. 9th EUROMICRO Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
0-7695-2609-8
DOI :
10.1109/DSD.2006.16