Title
Multilayer-Pseudopolar Fractional Fourier Transform Approach for Image Registration
Abstract
In this paper, a method is proposed to estimate the log-polar coordinates coefficients using Multilayer-peudopolar Fractional Fourier transform (MPFFT). The MPFFT grid is dense at low coefficients and sparse at high coefficients. This character is geometrically similar to the log-polar grid. Large translations, rotations and scaling in images can be estimated. Experimental results show that the proposed method is more efficient for image registration.
Year
DOI
Venue
2012
10.1109/CIS.2012.79
CIS
Keywords
Field
DocType
log polar grid,fourier transforms,multilayer peudopolar fractional fourier transform,image rotation estimation,high coefficient,mpfft grid,low coefficient,multilayer perceptrons,scaling estimation,image registration,log-polar grid,image translation estimation,fractional fourier transform,multilayer-pseudopolar grid,large translation,mpfft,multilayer-peudopolar fractional fourier,multilayer-pseudopolar fractional fourier transform,log polar coordinate coefficient estimation
Discrete-time Fourier transform,Non-uniform discrete Fourier transform,Mathematical optimization,Harmonic wavelet transform,Short-time Fourier transform,Fourier transform,Discrete Fourier transform,Fractional Fourier transform,Phase correlation,Mathematics
Conference
ISBN
Citations 
PageRank 
978-1-4673-4725-9
1
0.35
References 
Authors
8
4
Name
Order
Citations
PageRank
Zhenhong Li116547.51
Jianwei Yang25812.73
Rushi Lan310015.72
Xiaoxia Feng410.69