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 2023-03-07 16:13
Classification of endoscope images with specular reflection using CNN
Shun Katsuyama, Masashi Fujii (Tottori Univ.), Kazutake Uehara (Yonago Coll.), Masaru Ueki, Hajime Isomoto, Katsuya Kondo (Tottori Univ.) MI2022-123
Abstract (in Japanese) (See Japanese page) 
(in English) The endoscopic training system is required that checks whether the inspection points have been taken. In this report, we experiment by using a simulator 'mikoto' for estimating the 20 digestive parts from endoscopic images. Water droplets adhere on the inner walls of simulator, and reflections of endoscope light source appear as white region in the images with depending on the position of endoscope camera. Evaluation without removal of light reflections on walls results in 92% accuracy. Reflected areas of light source are remained without processing such as inpainting, and it is performed by using each 200 images for 20 parts with/without light reflection as deep learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Endoscope Image / Digestive Part Estimation / Light Source Reflection / Medical Operation Training / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 417, MI2022-123, pp. 199-204, March 2023.
Paper # MI2022-123 
Date of Issue 2023-02-27 (MI) 
ISSN 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 MI2022-123

Conference Information
Committee MI  
Conference Date 2023-03-06 - 2023-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English) OKINAWA SEINENKAIKAN 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MI 
Conference Code 2023-03-MI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Classification of endoscope images with specular reflection using CNN 
Sub Title (in English)  
Keyword(1) Endoscope Image  
Keyword(2) Digestive Part Estimation  
Keyword(3) Light Source Reflection  
Keyword(4) Medical Operation Training  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Shun Katsuyama  
1st Author's Affiliation Tottori University (Tottori Univ.)
2nd Author's Name Masashi Fujii  
2nd Author's Affiliation Tottori University (Tottori Univ.)
3rd Author's Name Kazutake Uehara  
3rd Author's Affiliation National Institute of Technology, Yonago College (Yonago Coll.)
4th Author's Name Masaru Ueki  
4th Author's Affiliation Tottori University (Tottori Univ.)
5th Author's Name Hajime Isomoto  
5th Author's Affiliation Tottori University (Tottori Univ.)
6th Author's Name Katsuya Kondo  
6th Author's Affiliation Tottori University (Tottori Univ.)
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 2023-03-07 16:13:00 
Presentation Time 13 minutes 
Registration for MI 
Paper # MI2022-123 
Volume (vol) vol.122 
Number (no) no.417 
Page pp.199-204 
#Pages
Date of Issue 2023-02-27 (MI) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan