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 2015-02-20 09:00
An Examination of Semantic Segmentation by Using Characteristics Information of Categories -- by Using Object Detection, Object Recognition and Foreground-Background Information --
Shota Terui, Kazunori Kojima, Yoshiaki Itoh, Masaaki Ishigame (IPU) PRMU2014-138 CNR2014-53
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this study is to recognize the category of existing objects in an image per pixel. Candidate region of objects are extracted by using object detection. Then, each extracted region is recognized by object recognition. And finally fine regions of existing category are extracted by using GrabCut and comparison of fore-background histogram. In experiment, we used 6 categories (cow, sheep, bird, dog, cat and background making me) of Microsoft Research Cambridge 21 Dataset. As a result, performance was 56.7% in all categories in intersection over union metric.
Keyword (in Japanese) (See Japanese page) 
(in English) Semantic Segmentation / Object Detection / Generic Object Recognition / Segmentation / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 454, PRMU2014-138, pp. 119-124, Feb. 2015.
Paper # PRMU2014-138 
Date of Issue 2015-02-12 (PRMU, CNR) 
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 PRMU2014-138 CNR2014-53

Conference Information
Committee PRMU CNR  
Conference Date 2015-02-19 - 2015-02-20 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2015-02-PRMU-CNR 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Examination of Semantic Segmentation by Using Characteristics Information of Categories 
Sub Title (in English) by Using Object Detection, Object Recognition and Foreground-Background Information 
Keyword(1) Semantic Segmentation  
Keyword(2) Object Detection  
Keyword(3) Generic Object Recognition  
Keyword(4) Segmentation  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Shota Terui  
1st Author's Affiliation Iwate Prefectural University (IPU)
2nd Author's Name Kazunori Kojima  
2nd Author's Affiliation Iwate Prefectural University (IPU)
3rd Author's Name Yoshiaki Itoh  
3rd Author's Affiliation Iwate Prefectural University (IPU)
4th Author's Name Masaaki Ishigame  
4th Author's Affiliation Iwate Prefectural University (IPU)
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 2015-02-20 09:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2014-138, CNR2014-53 
Volume (vol) vol.114 
Number (no) no.454(PRMU), no.455(CNR) 
Page pp.119-124 
#Pages 6 
Date of Issue 2015-02-12 (PRMU, CNR) 

[Return to Top Page]

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