Block-Matching-Based Implementation of Affine Motion Estimation for HEVC
Summary :
Many of affine motion compensation techniques proposed thus far employ least-square-based techniques in estimating affine parameters, which requires a hardware structure different from conventional block-matching-based one. This paper proposes a new affine motion estimation/compensation framework friendly to block-matching-based parameter estimation, and applies it to an HEVC encoder to demonstrate its coding efficiency and computation cost. To avoid a nest of search loops, a new affine motion model is first introduced by decomposing the conventional 4-parameter affine model into two 3-parameter ones. Then, a block-matching-based fast parameter estimation technique is proposed for the models. The experimental results given in this paper show that our approach is advantageous over conventional techniques.
- Publication
- IEICE TRANSACTIONS on Information Vol.E101-D No.4 pp.1151-1158
- Publication Date
- 2018/04/01
- Publicized
- 2018/01/15
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.2017EDP7201
- Type of Manuscript
- PAPER
- Category
- Image Processing and Video Processing
Authors
Chihiro TSUTAKE
University of Fukui
Toshiyuki YOSHIDA
University of Fukui
Keyword
Latest Issue
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Chihiro TSUTAKE, Toshiyuki YOSHIDA, "Block-Matching-Based Implementation of Affine Motion Estimation for HEVC" in IEICE TRANSACTIONS on Information,
vol. E101-D, no. 4, pp. 1151-1158, April 2018, doi: 10.1587/transinf.2017EDP7201.
Abstract: Many of affine motion compensation techniques proposed thus far employ least-square-based techniques in estimating affine parameters, which requires a hardware structure different from conventional block-matching-based one. This paper proposes a new affine motion estimation/compensation framework friendly to block-matching-based parameter estimation, and applies it to an HEVC encoder to demonstrate its coding efficiency and computation cost. To avoid a nest of search loops, a new affine motion model is first introduced by decomposing the conventional 4-parameter affine model into two 3-parameter ones. Then, a block-matching-based fast parameter estimation technique is proposed for the models. The experimental results given in this paper show that our approach is advantageous over conventional techniques.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2017EDP7201/_p
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@ARTICLE{e101-d_4_1151,
author={Chihiro TSUTAKE, Toshiyuki YOSHIDA, },
journal={IEICE TRANSACTIONS on Information},
title={Block-Matching-Based Implementation of Affine Motion Estimation for HEVC},
year={2018},
volume={E101-D},
number={4},
pages={1151-1158},
abstract={Many of affine motion compensation techniques proposed thus far employ least-square-based techniques in estimating affine parameters, which requires a hardware structure different from conventional block-matching-based one. This paper proposes a new affine motion estimation/compensation framework friendly to block-matching-based parameter estimation, and applies it to an HEVC encoder to demonstrate its coding efficiency and computation cost. To avoid a nest of search loops, a new affine motion model is first introduced by decomposing the conventional 4-parameter affine model into two 3-parameter ones. Then, a block-matching-based fast parameter estimation technique is proposed for the models. The experimental results given in this paper show that our approach is advantageous over conventional techniques.},
keywords={},
doi={10.1587/transinf.2017EDP7201},
ISSN={1745-1361},
month={April},}
Copy
TY - JOUR
TI - Block-Matching-Based Implementation of Affine Motion Estimation for HEVC
T2 - IEICE TRANSACTIONS on Information
SP - 1151
EP - 1158
AU - Chihiro TSUTAKE
AU - Toshiyuki YOSHIDA
PY - 2018
DO - 10.1587/transinf.2017EDP7201
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E101-D
IS - 4
JA - IEICE TRANSACTIONS on Information
Y1 - April 2018
AB - Many of affine motion compensation techniques proposed thus far employ least-square-based techniques in estimating affine parameters, which requires a hardware structure different from conventional block-matching-based one. This paper proposes a new affine motion estimation/compensation framework friendly to block-matching-based parameter estimation, and applies it to an HEVC encoder to demonstrate its coding efficiency and computation cost. To avoid a nest of search loops, a new affine motion model is first introduced by decomposing the conventional 4-parameter affine model into two 3-parameter ones. Then, a block-matching-based fast parameter estimation technique is proposed for the models. The experimental results given in this paper show that our approach is advantageous over conventional techniques.
ER -
English
