Title :
Fourier based recovery of anisotropic scaling parameters in images
Author_Institution :
NICTA, Griffith Univ., Gold Coast, QLD, Australia
Abstract :
This paper presents a novel Fourier based approach for recovering the transformation parameters of images that have been translated, globally scaled, rotated and stretched along an arbitrary vector. The proposed method first recovers the global rotation and scaling parameters. Then Hough based techniques are used for recovering the magnitude and orientation of the stretch vector. Theory, methodology and preliminary experimental results are presented.
Keywords :
Fourier transforms; Hough transforms; image processing; vectors; Fourier based recovery approach; Hough transform techniques; anisotropic scaling parameters; arbitrary vector; global rotation; image transformation parameter recovery; scaling parameters; stretch vector; Correlation; Fourier transforms; Image registration; Noise; Reliability; Vectors; affine; fourier; image registration; linear transform;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2013 7th International Conference on
Conference_Location :
Carrara, VIC
DOI :
10.1109/ICSPCS.2013.6723969