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Paper Abstract and Keywords
Presentation 2015-12-04 11:40
Scene Text Localization Using Object Detection Based on Filtered Feature Channels and Crosswise Region Merging
Takuro Oki, Ryusuke Miyamoto (Meiji Univ.) SIS2015-47
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a novel scene text recognition scheme using a detector constructed by the Filtered Feature Channels and cross wise region merging. Experimental results using the ICDAR2013 data set show that the precision and the recall by the scheme becomes 61.77 and 60.30, respectively, while our old scheme using the Integral Channel Features shows 49.65 and 48.52, respectively. This results is much better than baseline and near to some schemes ranked in the ICDAR2013 competition even though the scheme does not apply post-processing using multi-class classifier to recognize what characters are.
Keyword (in Japanese) (See Japanese page) 
(in English) visual object detection / scene text localization / scene text recognition / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 348, SIS2015-47, pp. 99-104, Dec. 2015.
Paper # SIS2015-47 
Date of Issue 2015-11-26 (SIS) 
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 SIS2015-47

Conference Information
Committee SIS  
Conference Date 2015-12-03 - 2015-12-04 
Place (in Japanese) (See Japanese page) 
Place (in English) Matsuya-sensen (Awara city, Fukui) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) SoC, Related to RFID, etc. 
Paper Information
Registration To SIS 
Conference Code 2015-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Scene Text Localization Using Object Detection Based on Filtered Feature Channels and Crosswise Region Merging 
Sub Title (in English)  
Keyword(1) visual object detection  
Keyword(2) scene text localization  
Keyword(3) scene text recognition  
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1st Author's Name Takuro Oki  
1st Author's Affiliation Meiji University (Meiji Univ.)
2nd Author's Name Ryusuke Miyamoto  
2nd Author's Affiliation Meiji University (Meiji Univ.)
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Speaker Author-1 
Date Time 2015-12-04 11:40:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2015-47 
Volume (vol) vol.115 
Number (no) no.348 
Page pp.99-104 
#Pages 6 
Date of Issue 2015-11-26 (SIS) 

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