Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2016-03-11 11:00
A Feasibility Study of Scene Text Recognition Based on Filtered Channel Features
Rui Kasuya, Takuro Oki, Ryusuke Miyamoto (Meiji Univ.) SIS2015-65
Abstract (in Japanese) (See Japanese page) 
(in English) Scene Text Recognition is one of the most challenging task in the field of the image recognition, recently.
Several kinds of window-based schemes have tried to improve the recognition accuracy but it is difficult to improve
the recognition accuracy without increasing processing cost when a multi-class classifier is used for this task. Con-
sidering this problem, the authors have proposed a novel approach that consists of two kinds of opearations: text
localization and text recognition. In the proposed approach, text regions are detected by a two-class classifier, and then, a multi-class classifier is applied to determined what characters are included in the detected regions. However, a multi-class classifier requried for our approach has not been constructed yet. Therefore, this paper aims to construct a multi-class classifier suitable for the proposed approach by applying the Filtered Channel Features for the training process of a multi-class classifier. Experimental results using the ICDAR2013 dataset and synthesized images created by the authors show that the precision becomes high but the recall are not improved drastically.
Keyword (in Japanese) (See Japanese page) 
(in English) scene text recognition / Filtered Channel Features / multi-class classification / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 505, SIS2015-65, pp. 99-104, March 2016.
Paper # SIS2015-65 
Date of Issue 2016-03-03 (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 SIS2015-65

Conference Information
Committee SIS  
Conference Date 2016-03-10 - 2016-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Tokyo City Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Soft computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2016-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Feasibility Study of Scene Text Recognition Based on Filtered Channel Features 
Sub Title (in English)  
Keyword(1) scene text recognition  
Keyword(2) Filtered Channel Features  
Keyword(3) multi-class classification  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Rui Kasuya  
1st Author's Affiliation Meiji University (Meiji Univ.)
2nd Author's Name Takuro Oki  
2nd Author's Affiliation Meiji University (Meiji Univ.)
3rd Author's Name Ryusuke Miyamoto  
3rd Author's Affiliation Meiji University (Meiji Univ.)
4th Author's Name  
4th Author's Affiliation ()
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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2016-03-11 11:00:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2015-65 
Volume (vol) vol.115 
Number (no) no.505 
Page pp.99-104 
#Pages 6 
Date of Issue 2016-03-03 (SIS) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan