Automatic image registration by local descriptors in remote sensing

Optical Engineering

Volumn 47, Issue 8, 2008, Pages

  Liu, Xiao Jun ^a   Yang, Jie ^a   Shen, Hong Bin ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Harris affine; image registration; local descriptors; normalized mutual information; remote sensing

Indexed keywords

AFFINE INVARIANT FEATURE; AUTOMATIC IMAGE REGISTRATION; CONTROL POINT; DESCRIPTORS; HARRIS AFFINE; IMAGE REGISTRATION ALGORITHM; LEAST-SQUARE FITTING; LOCAL DESCRIPTORS; MULTI SENSOR IMAGES; MULTI-RESOLUTIONS; NORMALIZED MUTUAL INFORMATION; NOVEL METHODS; REGISTRATION PROCESS; RESEARCH AREAS; ROBUST MATCHING; SENSED IMAGE; SUBPIXEL REGISTRATION;

ALGORITHMS; FEATURE EXTRACTION; IMAGE CODING; REMOTE SENSING;

IMAGE REGISTRATION;

EID: 77950922642     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.2969121     Document Type: Article

References (28)

1. J. Le Moigne, A. Cole-Rhodes, R. Eastman, P. Jain, A. Joshua, N. Memarsadeghi, D. Mount, N. Netanyahu, J. Morisette, and E. Uko-Ozoro, " Image registration and fusion studies for the integration of multiple remote sensing data.," IEEE Intl. Conf. Acoust. Speech Signal Process., pp. 1189-1192 (2006).
2. A. Ardeshir Goshtasby, 2-D and 3-D Image Registration for Medical, Remote Sensing, and Industrial Applications, Wiley-Interscience, New York (2005).
3. L. G. Brown, " A survey of image registration techniques.," ACM Comput. Surv. 24 (4), 325-376 (1992).
4. B. Zitová and J. Flusser, " Image registration methods: a survey.," Image Vis. Comput. 21 (11), 977-1000 (2003).
5. G. Yang Stewart, C. V. Sofka, and C. L. Tsai, " Registration of challenging image pairs: initialization, estimation, and decision.," IEEE Trans. Pattern Anal. Mach. Intell. 29 (11), 1973-1989 (2007).
6. M. Gonzalez-Audicana, X. Otazu, O. Fors, and J. Alvarez-Mozos, " A low computational-cost method to fuse IKONOS images using the spectral response function of its sensors.," IEEE Trans. Geosci. Remote Sens. GE-44 (6), 1683-1691 (2006).
7. Y. Bentoutou, N. Taleb, K. Kpalma, and J. Ronsin, " An automatic image registration for applications in remote sensing.," IEEE Trans. Geosci. Remote Sens. GE-43 (9), 2127-2137 (2005).
8. G. Hong, and Y. Zhang, " An image registration technique of high resolution remote sensing image in hilly area.," IEEE/ISPRS 3rd Intl. Symp. Remote Sens. Data Fusion Over Urban Areas (URBAN 2005), March 14-16, 2005, Tempe, AZ, pp. 403-409.
9. G. Hong and Y. Zhang, " Combination of feature-based and area-based image registration technique for high resolution remote sensing image.," in IEEE Intl. Geoscience Remote Sensing Symposium, pp. 377-380, IEEE, New York (2007).
10. Y. H. Kim-Hui, Y. L. Chen, and L. P. Chau, " A nonlinear least square technique for simultaneous image registration and super-resolution., " IEEE Trans. Image Process. 16 (11), 2830-2841 (2007).
11. W. Li and H. Leung, " A maximum likelihood approach for image registration using control point and intensity.," IEEE Trans. Image Process. 13 (8), 1115-1127 (2004).
12. Y. Guo and C. C. Lu, " Multi-modality image registration using mutual information based on gradient vector flow.," Intl. Conf. Patt. Recog., pp. 697-700 (2006). (Pubitemid 46553217)
13. M. Shimizu, S. K. Chang, and M. Okutomi, " Robust and accurate image registration with pixel selection.," IEEE Intl. Symp. Signal Process. Infor. Technol., pp. 851-856 (2006).
14. X. Peng, W. Chen, and Q. Ma, " Feature-based nonrigid image registration using a Hausdorff distance matching measure.," Opt. Eng. 46, 057201 (2007).
15. S. Zokai and G. Wolberg, " Image registration using log-polar mappings for recovery of large-scale similarity and projective transformations.," IEEE Trans. Image Process. 14 (10), 1422-1434 (2005).
16. T. Lindeberg, " Feature detection with automatic scale selection.," Int. J. Comput. Vis. 30 (2), 77-116 (1998).
17. K. Mikolajczyk and C. Schmid, " Scale and affine invariant interest point detectors.," Int. J. Comput. Vis. 60 (1), 63-86 (2004).
18. C. Harris and M. Stephens, " A combined corner and edge detector.," in Proc. 4th Alvey Vision Conf., pp. 147-151 (1988).
19. C. Schmid, R. Mohr, and C. Bauckhage, " Evaluation of interest point detectors.," Int. J. Comput. Vis. 37 (2), 151-172 (2000).
20. K. Mikolajczyk and C. Schmid, " An affine invariant interest point detector.," in Proc. 7th European Conf. Computer Vision, pp. 128-142 (2002).
21. K. Mikolajczyk and C. Schmid, " A performance evaluation of local descriptors.," IEEE Trans. Pattern Anal. Mach. Intell. 27 (10), 1615-1630 (2005).
22. Z. Zivkovic and B. Krose, " On matching interest regions using local descriptors-can an information theoretic approach help? " Brit. Mach. Vision Conf., pp. 50-58 (2005).
23. A. A. Cole-Rhodes, K. L. Johnson, J. Le Moigne, and I. Zavorin, " Multiresolution registration of remote sensing imagery by optimization of mutual information using a stochastic gradient.," IEEE Trans. Image Process. 12 (12), 1495-1511 (2003).
24. H. Chen, P. K. Varshney, and M. K. Arora, " Performance of mutual information similarity measure for registration of multitemporal remote sensing images.," IEEE Trans. Geosci. Remote Sens. GE-41 (11), 2445-2454 (2003).
25. F. L. Bookstein, " Principal warps: thin-plate splines and the decomposition of deformations.," IEEE Trans. Pattern Anal. Mach. Intell. 11 (6), 567-585 (1989).
26. H. C. Kim, J. H. Kim, S. H. Lee, and N. I. Cho, " Interpolation of multi-spectral images inwavelet domain for satellite image fusion.," in IEEE Intl. Conf. Image Process, pp. 1009-1012 (2006).
27. S. S. Gleason, M. A. Hunt, and W. B. Jatko, " Subpixel measurement of image features based on paraboloid surface fit.," Proc. SPIE 1386, 1135-1144 (1990).
28. D. G. Lowe, " Distinctive image features from scale-invariant keypoints.," Int. J. Comput. Vis. 60 (2), 91-110 (2004).