Paper Abstract and Keywords |
Presentation |
2019-09-23 10:40
Image Classification of Datasets Composed of Depth Prediction Images and Edge Extraction Images using Convolutional Neural Network Shu Sumimoto, Yuichi Miyata, Yoko Uwate, Yoshifumi Nishio (Tokushima Univ.) NLP2019-38 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, we classify images by using Convolutional Neural Network. We aim at differentiating humans or cars. Datasets are composed of depth prediction images and edge extraction images. We investigate the prediction of the depth of some objects, such a human and cars, in overhead images with Fully Convolutional Residual Networks (FCRN). We investigate each traing and test accuracies of image classification with the Datasets. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Neural Network / Image Classification / Depth Prediction / Edge Extraction / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 209, NLP2019-38, pp. 19-22, Sept. 2019. |
Paper # |
NLP2019-38 |
Date of Issue |
2019-09-16 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 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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NLP2019-38 |
Conference Information |
Committee |
NLP |
Conference Date |
2019-09-23 - 2019-09-24 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Eikokuji Campus, University of Kochi |
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etc. |
Paper Information |
Registration To |
NLP |
Conference Code |
2019-09-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Image Classification of Datasets Composed of Depth Prediction Images and Edge Extraction Images using Convolutional Neural Network |
Sub Title (in English) |
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Keyword(1) |
Neural Network |
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Image Classification |
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Depth Prediction |
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Edge Extraction |
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1st Author's Name |
Shu Sumimoto |
1st Author's Affiliation |
Tokushima University (Tokushima Univ.) |
2nd Author's Name |
Yuichi Miyata |
2nd Author's Affiliation |
Tokushima University (Tokushima Univ.) |
3rd Author's Name |
Yoko Uwate |
3rd Author's Affiliation |
Tokushima University (Tokushima Univ.) |
4th Author's Name |
Yoshifumi Nishio |
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Tokushima University (Tokushima Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-09-23 10:40:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2019-38 |
Volume (vol) |
vol.119 |
Number (no) |
no.209 |
Page |
pp.19-22 |
#Pages |
4 |
Date of Issue |
2019-09-16 (NLP) |
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