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Paper Abstract and Keywords
Presentation 2016-03-11 12:00
A robust background subtraction algorithm and MRCoHOG for detection boats on the sea
Naoki Matsubara, Kouji Okumura (Kyutech), Shaoning Pang (UNITEC), Hakaru Tamukoh (Kyutech) SIS2015-68
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, overexploitation by IUU (Illegal, unreported and unregulated) fishing becomes a big problem.
Illegal fishing has taken estimated 30% of fish catches in the world.
Therefore, it is important to control illegal fishers strictly and grasp the number of boats which goes to fishing.
In this report, we propose a robust boats detection system on the sea by employing an HSV adaptive background subtraction, MRCoHOG (Multiple Resolution Co-occurrence Histograms of Oriented Gradients) and Real AdaBoost.
In contrast to the pedestrian and vehicle detection systems, the boats vary in size and shape, and a pre processing is required for detection the boats on the sea.
We employ the HSV adaptive background subtraction algorithm to extract a region of interest, then MRCoHOG and Real AdaBoost detect the boats.
Experimental results show that the proposed system successfully detect various types of boats on the sea.
Keyword (in Japanese) (See Japanese page) 
(in English) Object detection on the sea / Adaptive background subtraction / MRCoHOG / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 505, SIS2015-68, pp. 117-122, March 2016.
Paper # SIS2015-68 
Date of Issue 2016-03-03 (SIS) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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)
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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 robust background subtraction algorithm and MRCoHOG for detection boats on the sea 
Sub Title (in English)  
Keyword(1) Object detection on the sea  
Keyword(2) Adaptive background subtraction  
Keyword(3) MRCoHOG  
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1st Author's Name Naoki Matsubara  
1st Author's Affiliation Kyushu Institute of Technology (Kyutech)
2nd Author's Name Kouji Okumura  
2nd Author's Affiliation Kyushu Institute of Technology (Kyutech)
3rd Author's Name Shaoning Pang  
3rd Author's Affiliation UNITEC Institute of Technology (UNITEC)
4th Author's Name Hakaru Tamukoh  
4th Author's Affiliation Kyushu Institute of Technology (Kyutech)
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Speaker Author-1 
Date Time 2016-03-11 12:00:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2015-68 
Volume (vol) vol.115 
Number (no) no.505 
Page pp.117-122 
#Pages 6 
Date of Issue 2016-03-03 (SIS) 

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