Title :
Phase correlation using shear average for image registration
Author :
Stowers, John ; Hayes, Michael ; Bainbridge-Smith, Andrew
Author_Institution :
Electr. & Comput. Eng., Univ. of Canterbury, Christchurch, New Zealand
Abstract :
Correlation of images is a common step in image registration algorithms. Therefore it is important that the correlation step be efficient and accurate. This paper introduces the `shear average´ method for computing the relative translation between two similar images. We demonstrate that the proposed technique performance is comparable to traditional phase-correlation based techniques, while also being more numerically efficient.
Keywords :
image registration; image registration; phase-correlation based techniques; shear average method; Correlation; Fourier transforms; Frequency domain analysis; Gaussian noise; Image registration; Interpolation; image registration; optical flow; phase correlation; shear average;
Conference_Titel :
Image and Vision Computing New Zealand (IVCNZ), 2010 25th International Conference of
Conference_Location :
Queenstown
Print_ISBN :
978-1-4244-9629-7
DOI :
10.1109/IVCNZ.2010.6148817