Paper Abstract and Keywords |
Presentation |
2015-06-19 10:40
Automatic Multiple Objects Extraction for Free Viewpoint Video Synthesis in Sports Game Qiang Yao, Hiroshi Sankoh, Houari Sabirin, Sei Naito (KDDI Labs) IE2015-42 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a hybrid model for automatic extraction of multiple objects with high accuracy in Free Viewpoint Video (FVV) of sports game. The proposed model is basically composed of three parts, including a global extraction based on background subtraction, classification based on size, shape and spatial consistence of object candidate, and local refinement based on the statistical information of chrominance component of each object candidate. Experimental results show that the proposed model achieves the better quality of extracted objects, compared to conventional background subtraction model and Gaussian Mixture Model (GMM). In addition, there is no human interaction in the proposed model, so that the automatic multiple objects extraction has been fully realized. |
Keyword |
(in Japanese) |
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(in English) |
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Reference Info. |
IEICE Tech. Rep., vol. 115, no. 96, IE2015-42, pp. 57-61, June 2015. |
Paper # |
IE2015-42 |
Date of Issue |
2015-06-11 (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) |
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IE2015-42 |
Conference Information |
Committee |
IE |
Conference Date |
2015-06-18 - 2015-06-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Cellular |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing and Coding, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2015-06-IE |
Language |
English (Japanese title is available) |
Title (in Japanese) |
(See Japanese page) |
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Title (in English) |
Automatic Multiple Objects Extraction for Free Viewpoint Video Synthesis in Sports Game |
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1st Author's Name |
Qiang Yao |
1st Author's Affiliation |
KDDI R&D Laboratories, Inc. (KDDI Labs) |
2nd Author's Name |
Hiroshi Sankoh |
2nd Author's Affiliation |
KDDI R&D Laboratories, Inc. (KDDI Labs) |
3rd Author's Name |
Houari Sabirin |
3rd Author's Affiliation |
KDDI R&D Laboratories, Inc. (KDDI Labs) |
4th Author's Name |
Sei Naito |
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KDDI R&D Laboratories, Inc. (KDDI Labs) |
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Speaker |
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Date Time |
2015-06-19 10:40:00 |
Presentation Time |
20 minutes |
Registration for |
IE |
Paper # |
IE2015-42 |
Volume (vol) |
vol.115 |
Number (no) |
no.96 |
Page |
pp.57-61 |
#Pages |
5 |
Date of Issue |
2015-06-11 (IE) |
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