Paper Abstract and Keywords |
Presentation |
2023-02-22 11:15
Evaluation Metrics Using Object Detection for Visible and Infrared Image Fusion Jihun Kang, Daichi Horita, Kiyoharu Aizawa (UTokyo) ITS2022-64 IE2022-81 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a new evaluation measure for the fusion images between visible and infrared images using object detection focusing on a human being.
The fusion images is used in surveillance systems by taking advantage of each other's strengths, and the accuracy of detection and recognition of surveillance targets improves depending on the quality of the fusion.
Since human figures are particularly important detection targets in surveillance systems, it is necessary to focus on the quality of fusion of human figures when evaluating these fusion images.
However, existing evaluation indices target the entire fusion image for evaluation, neglecting the persons' impact on the evaluation, whose area is smaller than that of the background.
Therefore, we propose a new evaluation index for fusion images by combining an object detection model and an object detection evaluation index.
We have shown in experiments that the proposed index appropriately evaluates fusion images according to the quality of the regions of the person. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Image Fusion / Object Detection / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 385, IE2022-81, pp. 124-129, Feb. 2023. |
Paper # |
IE2022-81 |
Date of Issue |
2023-02-14 (ITS, IE) |
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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ITS2022-64 IE2022-81 |
Conference Information |
Committee |
IE ITS ITE-MMS ITE-ME ITE-AIT |
Conference Date |
2023-02-21 - 2023-02-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing, etc. |
Paper Information |
Registration To |
IE |
Conference Code |
2023-02-IE-ITS-MMS-ME-AIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Evaluation Metrics Using Object Detection for Visible and Infrared Image Fusion |
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Image Fusion |
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Object Detection |
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1st Author's Name |
Jihun Kang |
1st Author's Affiliation |
The University of Tokyo (UTokyo) |
2nd Author's Name |
Daichi Horita |
2nd Author's Affiliation |
The University of Tokyo (UTokyo) |
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Kiyoharu Aizawa |
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The University of Tokyo (UTokyo) |
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Speaker |
Author-1 |
Date Time |
2023-02-22 11:15:00 |
Presentation Time |
15 minutes |
Registration for |
IE |
Paper # |
ITS2022-64, IE2022-81 |
Volume (vol) |
vol.122 |
Number (no) |
no.384(ITS), no.385(IE) |
Page |
pp.124-129 |
#Pages |
6 |
Date of Issue |
2023-02-14 (ITS, IE) |
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