Title :
An efficient technique for corner-turn in SAR image reconstruction by improving cache access
Author :
Izumi, H. ; Sasaki, K. ; Nakajima, K. ; Sato, H.
Author_Institution :
Mitsubishi Electr. Corp., Kanagawa, Japan
Abstract :
The performance improvements in SAR (Synthetic Aperture Radar) image reconstruction are one of the key issues in developing practical SAR image processing systems. In order to achieve this goal, we are working to develop an efficient algorithm to process the reconstruction on SMP (Symmetric Multiprocessor). In our study, we are focusing on "corner-turn", a subprocess of the reconstruction, which becomes a bottleneck in conventional parallel algorithms because of intensive cache miss hits. We proposed an efficient technique SBCT for parallelizing "corner-turn", reducing cache miss hit. Our new scheme achieves about 25 times speed-up in the parallel "corner-turn " on 8 processors, which contributes to a total performance improvement in SAR image reconstruction of about 20%.
Keywords :
image reconstruction; parallel algorithms; synthetic aperture radar; SAR image reconstruction; cache access; cache miss hits; parallel algorithms; performance improvements; synthetic aperture radar; High-resolution imaging; Image processing; Image recognition; Image reconstruction; Image resolution; Parallel algorithms; Performance evaluation; Radar imaging; Surface reconstruction; Synthetic aperture radar;
Conference_Titel :
Parallel and Distributed Processing Symposium., Proceedings International, IPDPS 2002, Abstracts and CD-ROM
Conference_Location :
Ft. Lauderdale, FL
Print_ISBN :
0-7695-1573-8
DOI :
10.1109/IPDPS.2002.1015471