Paper Abstract and Keywords |
Presentation |
2017-10-12 14:45
[Short Paper]
A Study on Manga Object Recognition Mechanism by Convolution Neural Network Hideaki Yanagisawa, Takuro Yamashita, Hiroshi Watanabe (Waseda Univ.) PRMU2017-79 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to make use of manga images on the internet, techniques to detect objects such as speech balloons and character faces and to create metadata have been studied. At this time, a method of collectively detecting for variety manga objects is important. In previous research, we confirmed that object detection method using Convolutional Neural Network has effectiveness for manga objects. In this paper, we examine the detection results for manga objects in various forms, and examine the mechanism of CNN detectors to recognize manga objects with various shapes. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
CNN / Faster R-CNN / manga / object detetion / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 238, PRMU2017-79, pp. 93-94, Oct. 2017. |
Paper # |
PRMU2017-79 |
Date of Issue |
2017-10-05 (PRMU) |
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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PRMU2017-79 |
Conference Information |
Committee |
PRMU |
Conference Date |
2017-10-12 - 2017-10-13 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2017-10-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Manga Object Recognition Mechanism by Convolution Neural Network |
Sub Title (in English) |
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CNN |
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Faster R-CNN |
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manga |
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object detetion |
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1st Author's Name |
Hideaki Yanagisawa |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
2nd Author's Name |
Takuro Yamashita |
2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
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Hiroshi Watanabe |
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Waseda University (Waseda Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-10-12 14:45:00 |
Presentation Time |
15 minutes |
Registration for |
PRMU |
Paper # |
PRMU2017-79 |
Volume (vol) |
vol.117 |
Number (no) |
no.238 |
Page |
pp.93-94 |
#Pages |
2 |
Date of Issue |
2017-10-05 (PRMU) |
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