Paper Abstract and Keywords |
Presentation |
2009-05-15 13:40
Performance comparison of GPU and FPGA in image processing Shuichi Asano, Tsutomu Maruyama (Univ. of Tsukuba) RECONF2009-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Many applications in image processing have high inherent parallelism. FPGAs have shown very high performance in spite of their low operational frequency by fully extracting the parallelism. In recent micro processors, it also becomes possible to utilize the parallelism using multi-cores which support improved SIMD instructions. Recent GPUs support a large number of cores, and have a potential for high performance in many applications. In this paper, we compare the performance of FPGA, GPU and CPU using three applications in image processing; two-dimensional filters, stereo-vision and k-means clustering, and make it clear which platform is faster under which conditions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
GPU / CUDA / FPGA / two-dimensional filters / stereo-vision / k-means clustering / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 26, RECONF2009-15, pp. 85-90, May 2009. |
Paper # |
RECONF2009-15 |
Date of Issue |
2009-05-07 (RECONF) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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RECONF2009-15 |
Conference Information |
Committee |
RECONF |
Conference Date |
2009-05-14 - 2009-05-15 |
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(See Japanese page) |
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RECONF |
Conference Code |
2009-05-RECONF |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Performance comparison of GPU and FPGA in image processing |
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GPU |
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CUDA |
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FPGA |
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two-dimensional filters |
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stereo-vision |
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k-means clustering |
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1st Author's Name |
Shuichi Asano |
1st Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
2nd Author's Name |
Tsutomu Maruyama |
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University of Tsukuba (Univ. of Tsukuba) |
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Speaker |
Author-1 |
Date Time |
2009-05-15 13:40:00 |
Presentation Time |
30 minutes |
Registration for |
RECONF |
Paper # |
RECONF2009-15 |
Volume (vol) |
vol.109 |
Number (no) |
no.26 |
Page |
pp.85-90 |
#Pages |
6 |
Date of Issue |
2009-05-07 (RECONF) |
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