DocumentCode
2998171
Title
Robust Image Registration via Cepstral Analysis
Author
Gonzalez, Ruben
Author_Institution
Inst. for Integrated & Intell. Syst., Griffith Univ., Gold Coast, QLD, Australia
fYear
2011
fDate
6-8 Dec. 2011
Firstpage
45
Lastpage
50
Abstract
Cepstrum based image registration has been largely overlooked over the past two decades. Initial investigation of the method was limited to alignment of images exhibiting only translational differences. Later attempts to extend the method to handle rotations proved disappointing. This paper presents a cepstrum-based registration method that provides performance comparable to the state of the art over a wide range of scale factors and rotation angles, with reduced computational load.
Keywords
image registration; cepstral analysis; cepstrum based registration method; robust image registration; rotation angles; scale factors; Cepstrum; Correlation; Fourier transforms; Image registration; Image resolution; Vectors; Affine Transformation; Cepstrum; Global Motion Estimation; Image Registration; log-polar transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Image Computing Techniques and Applications (DICTA), 2011 International Conference on
Conference_Location
Noosa, QLD
Print_ISBN
978-1-4577-2006-2
Type
conf
DOI
10.1109/DICTA.2011.16
Filename
6128658
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