Accurate representation of local frequency using a computationally efficient Gabor filter fusion approach with application to image registration

Pattern Recognition Letters

Volumn 26, Issue 14, 2005, Pages 2164-2173

  Elbakary, Mohamed ^a   Sundareshan, Malur K ^a  

^a University of Arizona   (United States)

Author keywords

Feature extraction; Gabor filters; Image analysis; Image registration; Local frequency

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; FEATURE EXTRACTION; IMAGE RECONSTRUCTION; MODAL ANALYSIS; PARAMETER ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS); SET THEORY; WAVE FILTERS;

COMPUTATIONAL EFFICIENCY; GABOR FILTERS; IMAGE REGISTRATION; LOCAL FREQUENCY;

IMAGE ANALYSIS;

EID: 25644443036     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2005.03.035     Document Type: Article

References (12)

1. B. Boashash Estimating and interpreting the instantaneous frequency of a signal-Part 1: Fundamentals Proc. IEEE 80 4 1992 520 536
2. B. Boashash Estimating and interpreting the instantaneous frequency of a signal-Part 2: Algorithms and applications Proc. IEEE 80 4 1992 540 568
3. J.G. Daugman Spatial visual channels in the Fourier space Vision Res. 24 1984 891 910
4. Elbakary, M.I., Sundareshan, M.K., 2003. Recovery of local frequency using adaptive Gabor filter. Technical Report IPDSL-6-2003, ECE Department, University of Arizona. Tucson, AZ.
5. J. Fdez-Valdivia, J.A. Garcia, J. Martinez-Baena, and X.R. Fdez-Vidal The selection of natural scales in 2D images using adaptive Gabor filtering IEEE Trans. Pattern Analysis and Machine Intelligence 20 5 1998 458 469
6. D. Gabor Theory of communications J. Internat. Electr. Eng. 93 1946 427 457
7. S. Gold, A. Rangarajan, C. Lu, S. Poppu, and E. Majolseness New algorithms for 2D and 3D point matching, pose estimation and correspondence Pattern Recognition 31 8 1998 1019 1031
8. N. Graham Visual Pattern Analyzers 1989 Oxford University Press
9. G.H. Granlund, and H. Knutsson Signal Processing for Computer Vision 1995 Kluwer Academics Dordrecht, The Netherlands
10. Liu, J., Vemuri, B.C., Bova, F., 2000. Multi-modal image registration using local frequency. Proc. Fifth IEEE Workshop on Applications of Computer Vision, pp. 120-125.
11. J. Liu, B.C. Vemuri, and J.L. Marroquin Local frequency representations for robust multimodal image registration IEEE Trans. Med. Imaging 21 5 2002 462 469
12. J. Ton, and A.K. Jain Registration of Landsat images by point matching IEEE Trans. Geosci. Rem. Sen. 27 9 1989 642 651