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长春光学精密机械与物... [1]
自动化研究所 [1]
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OAI收割 [2]
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会议论文 [1]
学位论文 [1]
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2015 [1]
2012 [1]
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基于红外光谱非线性的相关校正模型研究
学位论文
OAI收割
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2015
作者:
单鹏
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浏览/下载:104/0
  |  
提交时间:2015/09/02
红外光谱
经典最小二乘
总体最小二乘
偏最小二乘
多元校正
分片样条变换
非线性
Infrared spectrum
Classical least squares
Total least squares
Partial least squares
Multivariate calibration
Slice transform
Nonlinearity
Image registration based on Mexican-hat wavelets and pseudo-Zernike moments (EI CONFERENCE)
会议论文
OAI收割
2012 World Automation Congress, WAC 2012, June 24, 2012 - June 28, 2012, Puerto Vallarta, Mexico
作者:
Liu Y.
;
Liu Y.
;
Liu Y.
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浏览/下载:37/0
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提交时间:2013/03/25
Image registration is a key technique in pattern recognition and image processing
and it is widely used in many application areas such as computer vision
remote sensing
image fusion and object tracking. A method for image registration combining Mexican-hat wavelets and pseudo-Zernike moments is proposed. Firstly
feature points are extracted using scale-interaction Mexican-hat wavelets in the reference image and sensed image respectively. Then
pseudo-Zernike moments are used to match them and classical RANSAC used to eliminate the wrong matches. And then
the well match points are used to estimate the best affine transform parameters by least squares minimization. At last
the sensed image is transformed and resampled to accomplish the image registration. The experiments indicate that the proposed algorithm extracts feature points and matches them exactly and eliminates wrong matched points effectively and achieves nice registration results. 2012 TSI Press.