Paper Abstract and Keywords |
Presentation |
2014-09-02 09:30
Study of Recognizing Customers' Behaviors in Shops by Dynamic Image Processing and Bayesian Network Jing Yan, Takayuki Hori, Jun Ohya (Waseda Univ.) PRMU2014-49 IBISML2014-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper explores the validity of embedding the image processing based extraction of 10 image features that could describe customers’ shopping behaviors to a Bayesian Network based classification method that can recognize the four categories: combinations of with/without hesitation and bought/not bought. By constructing a system that consists of the three modules for tracking customers, extracting the image features and classifying the customers’ behaviors, recognition tests using 48 video data were conducted. As a result of the experiments, a recognition accuracy of higher than 89% is achieved, which is promising. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Human Tracking / Deformable Part Model / Feature Extraction / Pose Estimation / Bayesian Network / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 197, PRMU2014-49, pp. 101-106, Sept. 2014. |
Paper # |
PRMU2014-49 |
Date of Issue |
2014-08-25 (PRMU, IBISML) |
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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PRMU2014-49 IBISML2014-30 |
Conference Information |
Committee |
PRMU IBISML IPSJ-CVIM |
Conference Date |
2014-09-01 - 2014-09-02 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2014-09-PRMU-IBISML-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Study of Recognizing Customers' Behaviors in Shops by Dynamic Image Processing and Bayesian Network |
Sub Title (in English) |
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Keyword(1) |
Human Tracking |
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Deformable Part Model |
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Feature Extraction |
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Pose Estimation |
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Bayesian Network |
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1st Author's Name |
Jing Yan |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
2nd Author's Name |
Takayuki Hori |
2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
3rd Author's Name |
Jun Ohya |
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Waseda University (Waseda Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-09-02 09:30:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2014-49, IBISML2014-30 |
Volume (vol) |
vol.114 |
Number (no) |
no.197(PRMU), no.198(IBISML) |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2014-08-25 (PRMU, IBISML) |
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