Paper Abstract and Keywords |
Presentation |
2012-03-07 11:35
An Implementation of Real-time Image Recognition Hardware for Many Cameras Eiichi Hosoya, Takashi Aoki, Takuya Otsuka, Yusuke Sekihara, Akira Onozawa (NTT) VLD2011-137 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Real-time object recognition for many cameras is becoming important in many surveillance applications. Image recognition systems need to recognize various kinds of objects under various circumstances. In this report a flexible hardware architecture for real-time image recognition using HOG feature extraction and Real AdaBoost classification algorithm for many cameras is proposed. Results of an implementation of this architecture with 6 FPGAs are reported. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
real time / image recognition / HOG / AdaBoost / FPGA / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 450, VLD2011-137, pp. 103-108, March 2012. |
Paper # |
VLD2011-137 |
Date of Issue |
2012-02-28 (VLD) |
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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VLD2011-137 |
Conference Information |
Committee |
VLD |
Conference Date |
2012-03-06 - 2012-03-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
B-con Plaza |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Design Methodologies for System-on-a-chip |
Paper Information |
Registration To |
VLD |
Conference Code |
2012-03-VLD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An Implementation of Real-time Image Recognition Hardware for Many Cameras |
Sub Title (in English) |
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Keyword(1) |
real time |
Keyword(2) |
image recognition |
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HOG |
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AdaBoost |
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FPGA |
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1st Author's Name |
Eiichi Hosoya |
1st Author's Affiliation |
NTT (NTT) |
2nd Author's Name |
Takashi Aoki |
2nd Author's Affiliation |
NTT (NTT) |
3rd Author's Name |
Takuya Otsuka |
3rd Author's Affiliation |
NTT (NTT) |
4th Author's Name |
Yusuke Sekihara |
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NTT (NTT) |
5th Author's Name |
Akira Onozawa |
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NTT (NTT) |
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Speaker |
Author-1 |
Date Time |
2012-03-07 11:35:00 |
Presentation Time |
25 minutes |
Registration for |
VLD |
Paper # |
VLD2011-137 |
Volume (vol) |
vol.111 |
Number (no) |
no.450 |
Page |
pp.103-108 |
#Pages |
6 |
Date of Issue |
2012-02-28 (VLD) |
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