Paper Abstract and Keywords |
Presentation |
2019-11-28 13:30
On a Method for Constructing a Mahjong Tile Detector from Abstract Training Data Ryosuke Suzuki, Tadachika Ozono, Toramatsu Shintani (NIT) AI2019-31 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Constructing a detector needs constructing dataset which consists various scenes. We generate synthesize images based on simulatons and train a detector using sythesize images. However, building a realistic simulator is a very difficult task. In this study, we examine a method that enables object detection in the real world using abstracted learning data. In this paper, we construct an object detector using abstracted learning data. Next, we construct an abstractor that abstracts real images. We cascade the object detector and the abstractor. Especially, we describe mahjong tiles detection task. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Detector / Generating image / Processing image / Domain adaptation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 317, AI2019-31, pp. 7-12, Nov. 2019. |
Paper # |
AI2019-31 |
Date of Issue |
2019-11-21 (AI) |
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) |
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AI2019-31 |
Conference Information |
Committee |
AI |
Conference Date |
2019-11-28 - 2019-11-28 |
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(See Japanese page) |
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Paper Information |
Registration To |
AI |
Conference Code |
2019-11-AI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
On a Method for Constructing a Mahjong Tile Detector from Abstract Training Data |
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Detector |
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Generating image |
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Processing image |
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Domain adaptation |
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1st Author's Name |
Ryosuke Suzuki |
1st Author's Affiliation |
Nagoya Institute of Technology (NIT) |
2nd Author's Name |
Tadachika Ozono |
2nd Author's Affiliation |
Nagoya Institute of Technology (NIT) |
3rd Author's Name |
Toramatsu Shintani |
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Nagoya Institute of Technology (NIT) |
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Speaker |
Author-1 |
Date Time |
2019-11-28 13:30:00 |
Presentation Time |
25 minutes |
Registration for |
AI |
Paper # |
AI2019-31 |
Volume (vol) |
vol.119 |
Number (no) |
no.317 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2019-11-21 (AI) |
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