Symmetric Phase-Only Matched Filtering of Fourier-Mellin Transforms for Image Registration and Recognition
Issue No. 12 - December (1994 vol. 16)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/34.387491
<p>Presents a new method to match a 2D image to a translated, rotated and scaled reference image. The approach consists of two steps: the calculation of a Fourier-Mellin invariant (FMI) descriptor for each image to be matched, and the matching of the FMI descriptors. The FMI descriptor is translation invariant, and represents rotation and scaling as translations in parameter space. The matching of the FMI descriptors is achieved using symmetric phase-only matched filtering (SPOMF). The performance of the FMI-SPOMF algorithm is the same or similar to that of phase-only matched filtering when dealing with image translations. The significant advantage of the new technique is its capability to match rotated and scaled images accurately and efficiently. The innovation is the application of SPOMF to the FMI descriptors, which guarantees high discriminating power and excellent robustness in the presence of noise. This paper describes the principle of the new method and its discrete implementation for either image detection problems or image registration problems. Practical results are presented for various applications in medical imaging, remote sensing, fingerprint recognition and multiobject identification.</p>
Fourier transforms; image registration; image matching; rotation; noise; medical image processing; matched filters; remote sensing; fingerprint identification; object recognition; filtering theory; symmetric phase-only matched filtering; Fourier-Mellin transforms; image registration; image recognition; 2D image matching; translated reference image; rotated reference image; scaled reference image; Fourier-Mellin invariant descriptor; translation invariance; parameter space translations; algorithm performance; image translations; discriminating power; robustness; noise; discrete implementation; image detection problems; medical imaging; remote sensing; fingerprint recognition; multiobject identification
Q. Chen, F. Deconinck and M. Defrise, "Symmetric Phase-Only Matched Filtering of Fourier-Mellin Transforms for Image Registration and Recognition," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 16, no. , pp. 1156-1168, 1994.