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| Paper Abstract and Keywords | ||
| 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 |
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| 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 | 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 | EMM2019-116 |
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| 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 | Author-1 |
| Date Time | 2020-03-05 15:35:00 |
| Presentation Time | 60 minutes |
| Registration for | EMM |
| Paper # | EMM2019-116 |
| Volume (vol) | vol.119 |
| Number (no) | no.463 |
| Page | pp.75-80 |
| #Pages | 6 |
| Date of Issue | 2020-02-27 (EMM) |
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