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A new normalized method on line-based homography estimation

delete2008-07-01
delete33
PRE
AI
H
Hui Zeng *
X
Xiaoming Deng
Z
Zhanyi Hu
DOI:10.1016/j.patrec.2008.01.031delete
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摘要

摘要

En 中文
It is a conventional belief that line-based approaches perform better than point-based ones for homography estimation, as the line-fitting is generally more noise resistant than point detection. In this note, we show that blithely using line-based estimation is a risky business. More specifically, we show that when the image line(s) is (are) passing through or close to the origin, the line-based homography estimation could become wildly unstable whereas the point-based estimation performs normally. To tackle this problem, a new normalized method specially designed for line-based homography estimation is proposed and validated by extensive experiments. (c) 2008 Elsevier B.V. All rights reserved.
Keyword:
point-based homography estimation
line-based homography estimation
visual metrology
data normalization
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期刊

Pattern Recognition Letters 封面图
Pattern Recognition Letters
IF:
3.3
论文数:
8.0K
被引数:
1.6W

机构

C
chinese academy of sciences
学者数:
56.7W
论文数: 45.0W
被引数: 704
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