Paper Abstract and Keywords |
Presentation |
2017-03-01 12:40
[Poster Presentation]
GPU Implementation of Blur-Based Object Detection Using Spatial Domain Filtering Shuhei Aoki, Shingo Kobayashi, Ryusuke Miyamoto (Meiji Univ.) EA2016-99 SIP2016-154 SP2016-94 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We proposed a novel object detection scheme based on image blur evaluated
by Haar-like Features and DFT.
The scheme shows excellent detection accuracy but
computation speed of it is quite slow. To improve the computation speed,
we proposed faster scheme using only spatial domain filtering instead
of time consuming DFT. The newer scheme improved computation speed
drastically but real-time cannot be achieved. To solve this problem,
this paper proposes a parallel implementation of the object detection
scheme based on image blur using only spatial domain filtering on a GPU.
Experimental results using synthesized images showed about 290 times
faster processing speed without accuracy degradation. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Object detection / image blur / GPU / parallel implementation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 476, SIP2016-154, pp. 99-102, March 2017. |
Paper # |
SIP2016-154 |
Date of Issue |
2017-02-22 (EA, SIP, SP) |
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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EA2016-99 SIP2016-154 SP2016-94 |
Conference Information |
Committee |
SP SIP EA |
Conference Date |
2017-03-01 - 2017-03-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Industry Support Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Speech, Engineering/Electro Acoustics, Signal Processing, and Related Topics |
Paper Information |
Registration To |
SIP |
Conference Code |
2017-03-SP-SIP-EA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
GPU Implementation of Blur-Based Object Detection Using Spatial Domain Filtering |
Sub Title (in English) |
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Keyword(1) |
Object detection |
Keyword(2) |
image blur |
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GPU |
Keyword(4) |
parallel implementation |
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1st Author's Name |
Shuhei Aoki |
1st Author's Affiliation |
Meiji University (Meiji Univ.) |
2nd Author's Name |
Shingo Kobayashi |
2nd Author's Affiliation |
Meiji University (Meiji Univ.) |
3rd Author's Name |
Ryusuke Miyamoto |
3rd Author's Affiliation |
Meiji University (Meiji Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-03-01 12:40:00 |
Presentation Time |
90 minutes |
Registration for |
SIP |
Paper # |
EA2016-99, SIP2016-154, SP2016-94 |
Volume (vol) |
vol.116 |
Number (no) |
no.475(EA), no.476(SIP), no.477(SP) |
Page |
pp.99-102 |
#Pages |
4 |
Date of Issue |
2017-02-22 (EA, SIP, SP) |
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