Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2010, Pages 1011-1014

  Hasan, Mahmudul ^a   Jia, Xiuping ^a   Robles Kelly, Antonio ^a,b,c   Zhou, Jun ^a,b,c   Pickering, Mark R ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b CSIRO   (Australia)

^c AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

Image registration; Local weighted mean; SIFT

Indexed keywords

IMAGE REGISTRATION; OBJECT RECOGNITION; SENSITIVITY ANALYSIS; SENSOR DATA FUSION; SPECTROSCOPY;

CONVENTIONAL METHODS; INTENSITY VARIATIONS; NEIGHBORHOOD INFORMATION; REMOTE SENSING IMAGES; SCALE INVARIANT FEATURE TRANSFORMS; SIFT; SPATIAL RELATIONSHIPS; WEIGHTED MEAN;

REMOTE SENSING;

EID: 78650917132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2010.5653482     Document Type: Conference Paper

References (12)

1. J. A. Richards, and X. Jia, Remote Sensing Digital Image Analysis, 4th ed., Verlag: Springer 2006.
2. D. G. Leckie, "Use of polynomial transformations for registration of airborne digital line scan images," Proceedings of the 6th Canadian Symposium on Remote Sensing, Halifax, pp. 635-641, May 21-23, 1981.
3. A. Goshtasby, "Piecewise linear mapping functions for image registration," Pattern Recognition, vol. 19, no. 6, pp. 459-466, 1986.
4. A. Goshtasby, "Image registration by local approximation methods," Image and Vision Computing, vol. 6, no. 4, pp. 255-261, 1988.
5. L. Zagorchev, and A. Goshtasby, "A comparative study of transformation functions for nonrigid image registration," IEEE Transactions on Image Processing, vol. 15, pp. 529-538, 2006.
6. D. G. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," International Journal of Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
7. P. Schwind, S. Suri, P. Reinartz, and A. Siebert, "Applicability of the SIFT operator to geometric SAR image registration", International Journal of Remote Sensing, vol. 31, no. 6, 1959-1980, 2010.
8. Q. Li, G. Wang, J. Liu and S. Chen, "Robust Scale-Invariant Feature Matching for Remote Sensing Image Registration," IEEE Geoscience and Remote Sensing Letters, vol. 6, no. 2, pp. 287-291, 2009.
9. Z. Yi, C. Zhiguo, and X. Yang, "Multi-spectral remote image registration based on SIFT," Electronics Letters, vol. 44, no. 2, pp. 107-108, 2008.
10. M. F. Vural, Y. Yardimci, and A. Temizel, "Registration of Multispectral Satellite Images With Orientation-Restricted SIFT," IEEE International Geoscience & Remote Sensing Symposium (IGARSS), 2009.
11. T. Lindeberg, Scale-space theory in computer vision, Kluwer Academic Publishers, 1994.
12. M. A. Fischler, and R. C. Bolles, "Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography," Communications of the ACM, vol. 24, no. 6, pp. 381-395, 1981.