Paper Abstract and Keywords |
Presentation |
2016-03-07 15:00
Text region detection and recognition in manga Yuji Aramaki, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa (UTokyo) IMQ2015-41 IE2015-140 MVE2015-68 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we develop a method to detect and recognize text regions in manga. The proposed detection method combined classifications for connected components and regions. To improve recognition accuracy, we remove noise objects before conducting optical character recognition (OCR) and correct misrecognition with text corpus after the OCR. We also constructed a large-scale dataset of text regions for learning and evaluation. We conducted experiments using our dataset, and the results showed our detection and recognition methods are more effective than previous methods. We expect our method can be applied for a lot of applications such as search by text or automatic translation of manga. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
manga / text regions / detection / OCR / sentence correction / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 495, MVE2015-68, pp. 73-78, March 2016. |
Paper # |
MVE2015-68 |
Date of Issue |
2016-02-29 (IMQ, IE, MVE) |
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 |
IMQ2015-41 IE2015-140 MVE2015-68 |
Conference Information |
Committee |
IE IMQ MVE CQ |
Conference Date |
2016-03-07 - 2016-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
MVE |
Conference Code |
2016-03-IE-IMQ-MVE-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Text region detection and recognition in manga |
Sub Title (in English) |
|
Keyword(1) |
manga |
Keyword(2) |
text regions |
Keyword(3) |
detection |
Keyword(4) |
OCR |
Keyword(5) |
sentence correction |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yuji Aramaki |
1st Author's Affiliation |
The University of Tokyo (UTokyo) |
2nd Author's Name |
Yusuke Matsui |
2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
3rd Author's Name |
Toshihiko Yamasaki |
3rd Author's Affiliation |
The University of Tokyo (UTokyo) |
4th Author's Name |
Kiyoharu Aizawa |
4th Author's Affiliation |
The University of Tokyo (UTokyo) |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2016-03-07 15:00:00 |
Presentation Time |
20 minutes |
Registration for |
MVE |
Paper # |
IMQ2015-41, IE2015-140, MVE2015-68 |
Volume (vol) |
vol.115 |
Number (no) |
no.493(IMQ), no.494(IE), no.495(MVE) |
Page |
pp.73-78 |
#Pages |
6 |
Date of Issue |
2016-02-29 (IMQ, IE, MVE) |
|