| Paper Abstract and Keywords |
| Presentation |
2024-12-20 10:50
Two-stage Track Association Algorithm Using Radar and Camera Fusion Shunji Yamada, Hiroshi Kameda, Yuki Takabayashi (MELCO) SANE2024-45 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Sensor fusion is expected to improve tracking performance by Track-to-Track Association of observation values from sensors with different characteristics, such as millimeter-wave radar and cameras. However, position values converted from camera pixels have low position accuracy in the range direction and cannot be associated and integrated with the position detected by millimeter-wave radar of the same target, resulting in issues such as wrong tracking and tracking failures. Therefore, in this paper, we propose a sensor fusion method of millimeter-wave radar and camera using direction cosines and velocity vector. This shows the evaluation results of the tracking performance of a conventional method using position in the vehicle tracking experiment on the test course. We plan to report the results comparing the proposed method using direction cosines and velocity vectors with the conventional method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Multiple Target Tracking / Kalman Filter / Millimeter-wave Radar / Camera / Sensor Fusion / Track-to-Track Association / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 320, SANE2024-45, pp. 15-20, Dec. 2024. |
| Paper # |
SANE2024-45 |
| Date of Issue |
2024-12-13 (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 |
SANE2024-45 |
| Conference Information |
| Committee |
SANE |
| Conference Date |
2024-12-20 - 2024-12-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
ENRI |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Navigation, air traffic control, and general |
| Paper Information |
| Registration To |
SANE |
| Conference Code |
2024-12-SANE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Two-stage Track Association Algorithm Using Radar and Camera Fusion |
| Sub Title (in English) |
|
| Keyword(1) |
Multiple Target Tracking |
| Keyword(2) |
Kalman Filter |
| Keyword(3) |
Millimeter-wave Radar |
| Keyword(4) |
Camera |
| Keyword(5) |
Sensor Fusion |
| Keyword(6) |
Track-to-Track Association |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Shunji Yamada |
| 1st Author's Affiliation |
Mitsubishi Electric Corporation (MELCO) |
| 2nd Author's Name |
Hiroshi Kameda |
| 2nd Author's Affiliation |
Mitsubishi Electric Corporation (MELCO) |
| 3rd Author's Name |
Yuki Takabayashi |
| 3rd Author's Affiliation |
Mitsubishi Electric Corporation (MELCO) |
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| Speaker |
Author-1 |
| Date Time |
2024-12-20 10:50:00 |
| Presentation Time |
25 minutes |
| Registration for |
SANE |
| Paper # |
SANE2024-45 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.320 |
| Page |
pp.15-20 |
| #Pages |
6 |
| Date of Issue |
2024-12-13 (SANE) |