Paper Abstract and Keywords |
Presentation |
2012-10-18 13:30
Human Behavior Detection Using Direction Change Invariant Features of Cubic Higher Order Local Auto Correlation Takeyuki Ishii, Hitomi Murakami, Atsushi Koike (Seikei Univ.) VLD2012-40 SIP2012-62 ICD2012-57 IE2012-64 Link to ES Tech. Rep. Archives: ICD2012-57 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a new method of feature homogenization to prevent changes in the features according to human subtle direction change, in the detection of the human behavior of CHLAC. The conventional human behavior detection using CHLAC, it shows a high performance, but the situation that moving greatly changes the direction of the vector, abnormal operation and normal operation if it is difficult to determine the present. we propose a method in addition to improved handling and statistical processing mask pattern to suppress the change in the amount of features according to the direction of movement of the person. This provides a robust human motion specific person to change direction. Computer simulation using moving images of human is performed with the proposed scheme. The experimental results showed that the proposed scheme has a better than these conventional schemes in recognization of abnormal human behaviors. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
pattern recognization / Human Behavior / Abnormal Detection / CHLAC(Cubic Higher order local auto correlation) / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 248, IE2012-64, pp. 1-6, Oct. 2012. |
Paper # |
IE2012-64 |
Date of Issue |
2012-10-11 (VLD, SIP, ICD, IE) |
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 |
VLD2012-40 SIP2012-62 ICD2012-57 IE2012-64 Link to ES Tech. Rep. Archives: ICD2012-57 |
Conference Information |
Committee |
IE SIP ICD VLD IPSJ-SLDM |
Conference Date |
2012-10-18 - 2012-10-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hotel Ruiz |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
IE |
Conference Code |
2012-10-IE-SIP-ICD-VLD-SLDM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Human Behavior Detection Using Direction Change Invariant Features of Cubic Higher Order Local Auto Correlation |
Sub Title (in English) |
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Keyword(1) |
pattern recognization |
Keyword(2) |
Human Behavior |
Keyword(3) |
Abnormal Detection |
Keyword(4) |
CHLAC(Cubic Higher order local auto correlation) |
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1st Author's Name |
Takeyuki Ishii |
1st Author's Affiliation |
Seikei University (Seikei Univ.) |
2nd Author's Name |
Hitomi Murakami |
2nd Author's Affiliation |
Seikei University (Seikei Univ.) |
3rd Author's Name |
Atsushi Koike |
3rd Author's Affiliation |
Seikei University (Seikei Univ.) |
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Speaker |
Author-1 |
Date Time |
2012-10-18 13:30:00 |
Presentation Time |
25 minutes |
Registration for |
IE |
Paper # |
VLD2012-40, SIP2012-62, ICD2012-57, IE2012-64 |
Volume (vol) |
vol.112 |
Number (no) |
no.245(VLD), no.246(SIP), no.247(ICD), no.248(IE) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2012-10-11 (VLD, SIP, ICD, IE) |
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