| Paper Abstract and Keywords |
| Presentation |
2009-12-14 13:30
[Poster Presentation]
An Improved Face-Detection Method for a Massive-Parallel Memory-Embedded SIMD Matrix Processor MX-1 Hirokazu Hiramoto, Takeshi Kumaki, Yuta Imai, Tetsushi Koide, Hans Juergen Mattausch (Hiroshima Univ.) ICD2009-92 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Recently, face-detection processing is more widely used in security applications, such as video surveillance system or entrance and exit monitoring system. Therefore, real-time processing becomes practically important, since a delay in detection time means a loss in safety for the system-manager. Conventional general purpose processors, or digital-signal processors, have high flexibility, but have difficulties to keep the real-time processing specifications. On the other hand, face-detection ASICs tend to increase the hardware cost and how to be redesigned when the processing algorithm changes. In this paper, a high-speed and a highly-accuracy parallel face-detection processing technique, which uses a Massive-Parallel Memory-Embedded SIMD Matrix processor (MX-1) is proposed to solve the above problems. The MX-1 can execute the face-detection algorithm in real-time and operates with power consumption of about 150 mW. Furthermore, MX-1 is programmable and therefore implements a software-based architecture. The face-detection algorithm applies Haar-like features and the AdaBoost algorithm. For effective face-detection processing, scan-window parallelization and reduction of the number of Haar-like features is also proposed. The achieved detection time is about 300 ms at 162 MHz clock frequency by using an evaluation board equipped with the MX-1 processor. Moreover, while keeping the accuracy of the face-detection rate, the number of Haar-like features can be reduced by about 85% below that of conventional public-domain software. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Face detection / Parallel processing / SIMD processor / Low power consumption / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 109, no. 336, ICD2009-92, pp. 83-88, Dec. 2009. |
| Paper # |
ICD2009-92 |
| Date of Issue |
2009-12-07 (ICD) |
| 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) |
| Download PDF |
ICD2009-92 |
| Conference Information |
| Committee |
ICD |
| Conference Date |
2009-12-14 - 2009-12-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Shizuoka University (Hamamatsu) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ICD |
| Conference Code |
2009-12-ICD |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Improved Face-Detection Method for a Massive-Parallel Memory-Embedded SIMD Matrix Processor MX-1 |
| Sub Title (in English) |
|
| Keyword(1) |
Face detection |
| Keyword(2) |
Parallel processing |
| Keyword(3) |
SIMD processor |
| Keyword(4) |
Low power consumption |
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| 1st Author's Name |
Hirokazu Hiramoto |
| 1st Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name |
Takeshi Kumaki |
| 2nd Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 3rd Author's Name |
Yuta Imai |
| 3rd Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 4th Author's Name |
Tetsushi Koide |
| 4th Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 5th Author's Name |
Hans Juergen Mattausch |
| 5th Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2009-12-14 13:30:00 |
| Presentation Time |
190 minutes |
| Registration for |
ICD |
| Paper # |
ICD2009-92 |
| Volume (vol) |
vol.109 |
| Number (no) |
no.336 |
| Page |
pp.83-88 |
| #Pages |
6 |
| Date of Issue |
2009-12-07 (ICD) |