In order to reduce the convergence time in an iterative procedure, some gradient based preliminary processes are employed to eliminate outliers. The adaptive variable block size is also introduced to balance the accuracy and computational complexity. Moreover, the use of Canberra distance instead of Euclidean distance illustrates higher performance in measuring motion similarity.
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Leiqi ZHU, Dongkai YANG, Qishan ZHANG, "Improved Global Motion Estimation Based on Iterative Least-Squares with Adaptive Variable Block Size" in IEICE TRANSACTIONS on Fundamentals,
vol. E94-A, no. 1, pp. 448-451, January 2011, doi: 10.1587/transfun.E94.A.448.
Abstract: In order to reduce the convergence time in an iterative procedure, some gradient based preliminary processes are employed to eliminate outliers. The adaptive variable block size is also introduced to balance the accuracy and computational complexity. Moreover, the use of Canberra distance instead of Euclidean distance illustrates higher performance in measuring motion similarity.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E94.A.448/_p
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@ARTICLE{e94-a_1_448,
author={Leiqi ZHU, Dongkai YANG, Qishan ZHANG, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Improved Global Motion Estimation Based on Iterative Least-Squares with Adaptive Variable Block Size},
year={2011},
volume={E94-A},
number={1},
pages={448-451},
abstract={In order to reduce the convergence time in an iterative procedure, some gradient based preliminary processes are employed to eliminate outliers. The adaptive variable block size is also introduced to balance the accuracy and computational complexity. Moreover, the use of Canberra distance instead of Euclidean distance illustrates higher performance in measuring motion similarity.},
keywords={},
doi={10.1587/transfun.E94.A.448},
ISSN={1745-1337},
month={January},}
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TY - JOUR
TI - Improved Global Motion Estimation Based on Iterative Least-Squares with Adaptive Variable Block Size
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 448
EP - 451
AU - Leiqi ZHU
AU - Dongkai YANG
AU - Qishan ZHANG
PY - 2011
DO - 10.1587/transfun.E94.A.448
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E94-A
IS - 1
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - January 2011
AB - In order to reduce the convergence time in an iterative procedure, some gradient based preliminary processes are employed to eliminate outliers. The adaptive variable block size is also introduced to balance the accuracy and computational complexity. Moreover, the use of Canberra distance instead of Euclidean distance illustrates higher performance in measuring motion similarity.
ER -