Title :
Digital Image Registration Using Projections
Author :
Alliney, Stefano ; Morandi, Carlo
Author_Institution :
Dipartimento di Matematica, UniversitÃ\xa0 di Bologna, Via Vallescura 2, 40126 Bologna, Italy.
fDate :
3/1/1986 12:00:00 AM
Abstract :
In many application fields (e.g., aerospace and biomedical image processing), one has to deal with a sequence of images whose observation is made difficult by unpredictable relative movements of the camera and the scene. In order to obtain a stable display, the displacement of each image in the sequence with respect to one chosen as a reference must be preliminarily determined. This would usually require two-dimensional algorithms, involving a considerable computational effort. This work discusses a new algorithm for image registration, which requires only one-dimensional Fourier transformations. Preliminary experimental results are reported.
Keywords :
Biomedical image processing; Cameras; Digital images; Displays; Fourier transforms; Image processing; Image registration; Layout; Pixel; Satellite broadcasting; Digital image processing; Fourier transform; image registration; matching algorithms; phase correlation; projection slice theorem;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.1986.4767775