| Paper Abstract and Keywords |
| Presentation |
2025-07-23 15:20
Estimation of NIR and RedEdge Images from Visible Drone Camera Image at Persimon Field Yuki Sato, Yasushi Kanazawa (Toyohashi Univ. of Tech.) SANE2025-30 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Field sensing is an important technology in smart agriculture and
multispectral camera equipped on a drone is a very important role in
such a sensing. In this study, we propose a method to simultaneously
estimate NIR and RedEdge images, which are important for vegetation
indices including NDVI, from ordinary RGB camera images without using
such a multispectral camera image. Here, we use an LDM-based
estimation method and aim to improve the estimation accuracy by using
a term related to the similarity of spectral shape evaluation and a
term related to the edges as a loss function. The effectiveness of the
method is confirmed by using actual images taken in a persimmon
field. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
multispectral image estimation / vegetation index / LDM / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 126, SANE2025-30, pp. 17-22, July 2025. |
| Paper # |
SANE2025-30 |
| Date of Issue |
2025-07-16 (SANE) |
| 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 |
SANE2025-30 |
| Conference Information |
| Committee |
AP SANE SAT |
| Conference Date |
2025-07-23 - 2025-07-25 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
hakodate arena |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Remote sensing, Subsurface Electromagnetic Measurements, Sattelite Communication, Antennas and Propagation |
| Paper Information |
| Registration To |
SANE |
| Conference Code |
2025-07-AP-SANE-SAT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Estimation of NIR and RedEdge Images from Visible Drone Camera Image at Persimon Field |
| Sub Title (in English) |
|
| Keyword(1) |
multispectral image estimation |
| Keyword(2) |
vegetation index |
| Keyword(3) |
LDM |
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| 1st Author's Name |
Yuki Sato |
| 1st Author's Affiliation |
Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
| 2nd Author's Name |
Yasushi Kanazawa |
| 2nd Author's Affiliation |
Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
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| Speaker |
Author-2 |
| Date Time |
2025-07-23 15:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
SANE |
| Paper # |
SANE2025-30 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.126 |
| Page |
pp.17-22 |
| #Pages |
6 |
| Date of Issue |
2025-07-16 (SANE) |