| Paper Abstract and Keywords |
| Presentation |
2025-09-18 14:45
Estimating 3D Pose and Velocity of A Fast Moving Camera/Object Under Co-existence of Lens Distortion and Rolling Shutter Effect Daisuke Imoto, Daiki Kato, Masato Asato, Wataru Sakurai, Masakatsu Honma (NRIPS) ITS2025-7 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
While the fusion of computer vision (CV) and computer graphics (CG) technology has begun to be used in forensic video analysis, existing 3D analysis methods are unable to adequately address problems caused by time differences within a single frame in analyzing 3D information of a fast moving object captured by a rolling shutter camera with strong lens distortion, such as dashcam cameras. In this paper, we propose an algorithm to systematically estimate the 3D pose and velocity of a camera or a captured object moving at high speeds of over tens of kilometers per hour in realistic video frames that contain both lens distortion and rolling shutter effects. Specifically, in contrast to the conventional PnP method, which analyzes the camera pose by using 2D-3D point correspondences obtained from an image and a 3D model of the captured object mainly based on a perspective projection model, this paper adopts a camera model that also takes lens distortion and rolling shutter into account, and proposes an algorithm to estimate the 3D position, orientation, and velocity of the high-speed moving object relative to camera, which optimizes information from multiple frames based on the minimization criterion of both the reprojection error and speed difference. The proposed method makes it possible to reproduce images using CG from video information recorded by a dashboard camera, etc., thereby making it possible to estimate in a well-posed manner the three-dimensional position, orientation, and velocity of a fast-moving camera or a captured object. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
3D camera calibration / Lens distortion / Rolling shutter / Forensic science / Camera / Spatio-temporal property / Point correspondence / |
| Reference Info. |
IEICE Tech. Rep., vol. 125, no. 183, ITS2025-7, pp. 7-12, Sept. 2025. |
| Paper # |
ITS2025-7 |
| Date of Issue |
2025-09-11 (ITS) |
| 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 |
ITS2025-7 |
| Conference Information |
| Committee |
ITS IPSJ-ITS IEE-ITS |
| Conference Date |
2025-09-18 - 2025-09-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
CRANTS Gunma Univ. (in Aramaki) |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
ITS |
| Conference Code |
2025-09-ITS-ITS-ITS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Estimating 3D Pose and Velocity of A Fast Moving Camera/Object Under Co-existence of Lens Distortion and Rolling Shutter Effect |
| Sub Title (in English) |
|
| Keyword(1) |
3D camera calibration |
| Keyword(2) |
Lens distortion |
| Keyword(3) |
Rolling shutter |
| Keyword(4) |
Forensic science |
| Keyword(5) |
Camera |
| Keyword(6) |
Spatio-temporal property |
| Keyword(7) |
Point correspondence |
| Keyword(8) |
|
| 1st Author's Name |
Daisuke Imoto |
| 1st Author's Affiliation |
National Research Institute of Police Science (NRIPS) |
| 2nd Author's Name |
Daiki Kato |
| 2nd Author's Affiliation |
National Research Institute of Police Science (NRIPS) |
| 3rd Author's Name |
Masato Asato |
| 3rd Author's Affiliation |
National Research Institute of Police Science (NRIPS) |
| 4th Author's Name |
Wataru Sakurai |
| 4th Author's Affiliation |
National Research Institute of Police Science (NRIPS) |
| 5th Author's Name |
Masakatsu Honma |
| 5th Author's Affiliation |
National Research Institute of Police Science (NRIPS) |
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| Speaker |
Author-1 |
| Date Time |
2025-09-18 14:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
ITS |
| Paper # |
ITS2025-7 |
| Volume (vol) |
vol.125 |
| Number (no) |
no.183 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2025-09-11 (ITS) |