Stable Multi-Grid Method for Optical Flow Estimation
Summary :
This paper presents a multi-resolution optical flow estimation method that is robust against large variation in the estimation parameter. For each level solution of the multi-grid estimation, a nonlinear iteration is proposed differently from the existing method, where the incremental displacement from the coarser level optical flow is calculated by linear iteration. The experimental results show that the proposed scheme has better error-performance in a much wider range of regularization parameters.
- Publication
- IEICE TRANSACTIONS on Information Vol.E87-D No.11 pp.2513-2516
- Publication Date
- 2004/11/01
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Image Processing and Video Processing
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Jong Dae KIM, "Stable Multi-Grid Method for Optical Flow Estimation" in IEICE TRANSACTIONS on Information,
vol. E87-D, no. 11, pp. 2513-2516, November 2004, doi: .
Abstract: This paper presents a multi-resolution optical flow estimation method that is robust against large variation in the estimation parameter. For each level solution of the multi-grid estimation, a nonlinear iteration is proposed differently from the existing method, where the incremental displacement from the coarser level optical flow is calculated by linear iteration. The experimental results show that the proposed scheme has better error-performance in a much wider range of regularization parameters.
URL: https://global.ieice.org/en_transactions/information/10.1587/e87-d_11_2513/_p
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@ARTICLE{e87-d_11_2513,
author={Jong Dae KIM, },
journal={IEICE TRANSACTIONS on Information},
title={Stable Multi-Grid Method for Optical Flow Estimation},
year={2004},
volume={E87-D},
number={11},
pages={2513-2516},
abstract={This paper presents a multi-resolution optical flow estimation method that is robust against large variation in the estimation parameter. For each level solution of the multi-grid estimation, a nonlinear iteration is proposed differently from the existing method, where the incremental displacement from the coarser level optical flow is calculated by linear iteration. The experimental results show that the proposed scheme has better error-performance in a much wider range of regularization parameters.},
keywords={},
doi={},
ISSN={},
month={November},}
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TY - JOUR
TI - Stable Multi-Grid Method for Optical Flow Estimation
T2 - IEICE TRANSACTIONS on Information
SP - 2513
EP - 2516
AU - Jong Dae KIM
PY - 2004
DO -
JO - IEICE TRANSACTIONS on Information
SN -
VL - E87-D
IS - 11
JA - IEICE TRANSACTIONS on Information
Y1 - November 2004
AB - This paper presents a multi-resolution optical flow estimation method that is robust against large variation in the estimation parameter. For each level solution of the multi-grid estimation, a nonlinear iteration is proposed differently from the existing method, where the incremental displacement from the coarser level optical flow is calculated by linear iteration. The experimental results show that the proposed scheme has better error-performance in a much wider range of regularization parameters.
ER -
English
