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Presentation 2020-03-05 15:35
[Poster Presentation] A proposal for cooking asist system : Meal finder -- food recognition in refrigerator --
Masahiro Sudo, Michiharu Niimi (KIT) EMM2019-116
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a cooking assist system which is called “Meal Finder.” For the people who feels a bother with self-catering, if we remove it, it may be able to make them close to a healthy eating. For example, one does manage the food in refrigerator, and recommends appropriate meal, then we can buy just right food and we do not need to think menu for every time. In this paper, we report the outline of Meal Finder and the food recognition in refrigerator which is a function of Meal Finder. We put a small camera in refrigerator to recorder the motion of food with human hands. The food recognition consists of three steps: the detection of moving objects, the extraction of the region of interest (ROI) from moving objects and the recognition of ROI. We apply the background substitution method with the detection of motion objects, utilize convexity defects to extract ROI and image recognition using VGG16 with fine-tuning for food identification. Through several experiments, we investigated the accuracy of our food region extraction algorithm and food recognition using DNN with fine-tuning based on VGG16. As a result, we found that the motion of hand makes bad affect to extract food region and it is difficult to judge for food s resembleing one another.
Keyword (in Japanese) (See Japanese page) 
(in English) Meal Finder / Refrigerator / Food Recognition / CNN / Cooking Assist System / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 463, EMM2019-116, pp. 75-80, March 2020.
Paper # EMM2019-116 
Date of Issue 2020-02-27 (EMM) 
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)
Download PDF EMM2019-116

Conference Information
Committee EMM  
Conference Date 2020-03-05 - 2020-03-06 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image and Sound Quality, Metrics for Perception and Recognition, Human Auditory and Visual System, etc. 
Paper Information
Registration To EMM 
Conference Code 2020-03-EMM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A proposal for cooking asist system : Meal finder 
Sub Title (in English) food recognition in refrigerator 
Keyword(1) Meal Finder  
Keyword(2) Refrigerator  
Keyword(3) Food Recognition  
Keyword(4) CNN  
Keyword(5) Cooking Assist System  
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1st Author's Name Masahiro Sudo  
1st Author's Affiliation Kyushu Institute of Technology (KIT)
2nd Author's Name Michiharu Niimi  
2nd Author's Affiliation Kyushu Institute of Technology (KIT)
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Speaker
Date Time 2020-03-05 15:35:00 
Presentation Time 60 
Registration for EMM 
Paper # IEICE-EMM2019-116 
Volume (vol) IEICE-119 
Number (no) no.463 
Page pp.75-80 
#Pages IEICE-6 
Date of Issue IEICE-EMM-2020-02-27 


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