A stable land cover patches method for automatic registration of multitemporal remote sensing images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 7, Issue 8, 2014, Pages 3502-3512

  Cao, Sen ^a   Zhu, Xiufang ^a   Pan, Yaozhong ^a   Yu, Qiuyan ^a  

^a BEIJING NORMAL UNIVERSITY   (China)

Author keywords

Boundary moment invariants; multitemporal image registration; opening operation; stable land cover patches

Indexed keywords

AUTOMATIC REGISTRATION; LAND COVER; MOMENT INVARIANT; MULTI-TEMPORAL IMAGE; MULTI-TEMPORAL REMOTE SENSING; OPENING OPERATION;

IMAGE PROCESSING; LAND COVER; REMOTE SENSING; SATELLITE IMAGERY; SPATIAL RESOLUTION;

EID: 84907995550     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2264312     Document Type: Article

References (40)

1. A. Singh, "Review article digital change detection techniques using remotely-sensed data," Int. J. Remote Sens., vol. 10, pp. 989-1003, 1989.
2. D. Xiaolong and S. Khorram, "The effects of image misregistration on the accuracy of remotely sensed change detection," IEEE Trans. Geosci. Remote Sens., vol. 36, pp. 1566-1577, 1998.
3. H. Hanaizumi and S. Fujimur, "An automated method for registration of satellite remote sensing images," in Proc. IGARSS-Better Understanding of Earth Environment, 1993, vol. 3, pp. 1348-1350.
4. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, "Multimodality image registration by maximization of mutual information," IEEE Trans. Med. Imag., vol. 16, pp. 187-98, Apr. 1997.
5. J. Le Moigne, W. J. Campbell, and R. F. Cromp, "An automated parallel image registration technique based on the correlation of wavelet features," IEEE Trans. Geosci. Remote Sens., vol. 40, pp. 1849-1864, 2002.
6. D. S. Liu, P. Gong, M. Kelly, and Q. H. Guo, "Automatic registration of airborne images with complex local distortion," Photogramm. Eng. Remote Sens., vol. 72, pp. 1049-1059, Sep. 2006.
7. R. An, P. Gong,H. L. Wang, X. Z. Feng, P. F. Xiao, Q. Chen, Q. Zhang, C. Y. Chen, and P. Yan, "A modified pso algorithm for remote sensing image template matching," Photogramm. Eng. Remote Sens., vol. 76, pp. 379-389, Apr. 2010.
8. N. G. Bourbakis, "Efficient registration of multitemporal and multisensor aerial images based on alignment of nonparametric edge features," J. Electron. Imag., vol. 19, p. 013002, Jan.-Mar. 2010.
9. J. Flusser and T. Suk, "A moment-based approach to registration of images with affine geometric distortion," IEEE Trans. Geosci. Remote Sens., vol. 32, pp. 382-387, 1994.
10. H. Li, B. S. Manjunath, and S. K. Mitra, "A contour-based approach to multisensor image registration," IEEE Trans. Image Process., vol. 4, pp. 320-34, 1995.
11. S. Dongseok, J. K. Pollard, and J. P. Muller, "Accurate geometric correction of ATSR images," IEEE Trans. Geosci. Remote Sens., vol. 35, pp. 997-1006, 1997.
12. P. Dare and I. Dowman, "An improved model for automatic featurebased registration of sar and spot images," ISPRS J. Photogramm. Remote Sens., vol. 56, pp. 13-28, Jun. 2001.
13. C. A. Shah, Y. Sheng, and L. C. Smith, "Automated image registration based on pseudoinvariant metrics of dynamic land-surface features," IEEE Trans. Geosci. Remote Sens., vol. 46, pp. 3908-3916, 2008.
14. A. Mukherjee, M. Velez-Reyes, and B. Roysam, "Interest points for hyperspectral image data," IEEE Trans. Geosci. Remote Sens., vol. 47, pp. 748-760, 2009.
15. L. Qiaoliang,W. Guoyou, L. Jianguo, and C. Shaobo, "Robust scale-invariant feature matching for remote sensing image registration," IEEE Geosci. Remote Sens. Lett., vol. 6, pp. 287-291, 2009.
16. X. Zhen and Z. Yun, "A novel interest-point-matching algorithm for high-resolution satellite images," IEEE Trans. Geosci. Remote Sens., vol. 47, pp. 4189-4200, 2009.
17. Z. Liu, J. An, and Y. Jing, "A simple and robust feature point matching algorithm based on restricted spatial order constraints for aerial image registration," IEEE Trans. Geosci. Remote Sens., vol. 50, pp. 514-527, 2012.
18. A. Sedaghat, M. Mokhtarzade, and H. Ebadi, "Uniform robust scaleinvariant feature matching for optical remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 49, pp. 4516-4527, 2011.
19. L. Yonghong and C. H. Davis, "Pixel-based invariant feature extraction and its application to radiometric co-registration for multi-temporal high-resolution satellite imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 4, pp. 348-360, 2011.
20. H. Goncalves, J. A. Goncalves, and L. Corte-Real, "Hairis: A method for automatic image registration through histogram-based image segmentation," IEEE Trans. Image Process., vol. 20, pp. 776-789, Mar. 2011.
21. H. Goncalves, L. Corte-Real, and J. A. Goncalves, "Automatic image registration through image segmentation and sift," IEEE Trans. Geosci. Remote Sens., vol. 49, pp. 2589-2600, 2011.
22. B. Zitová and J. Flusser, "Image registration methods: A survey," Image. Vision. Comput., vol. 21, pp. 977-1000, 2003.
23. D. Xiaolong and S. Khorram, "Development of a feature-based approach to automated image registration for multitemporal and multisensor remotely sensed imagery," in Proc. IGARSS-A Scientific Vision for Sustainable Development., 1997, vol. 1, pp. 243-245.
24. J. Ma, J. Cheung-Wai Chan, and F. Canters, "An operational superresolution approach for multi-temporal and multi-angle remotely sensed imagery," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, pp. 110-124, 2012.
25. A. Tailor, "Introductory digital image processing: A remote sensing perspective," Image. Vision Comput., vol. 4, p. 229, 1986.
26. R. Gonzalez and R. Woods, Digital Image Processing, 2nd ed. Englewood Cliffs, NJ, USA: Prentice-Hall, 2002.
27. E. Arias-Castro and D. L. Donoho, "Does median filtering truly preserve edges better than linear filtering?," Ann. Stat., vol. 37, pp. 1172-1206, 2009.
28. N. R. Pal and S. K. Pal, "A review on image segmentation techniques," Pattern Recognit., vol. 26, pp. 1277-1294, 1993.
29. T. Kanungo, D. M. Mount, N. S. Netanyahu, C. D. Piatko, R. Silverman, and A. Y. Wu, "An efficient k-means clustering algorithm: Analysis and implementation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, pp. 881-892, 2002.
30. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 8, pp. 679-698, Jun. 1986.
31. E. De Castro and C. Morandi, "Registration of translated and rotated images using finite Fourier transforms," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-9, pp. 700-703, 1987.
32. H. Ming-Kuei, "Visual pattern recognition by moment invariants," IEEE Trans. Inf. Theory, vol. 8, pp. 179-187, 1962.
33. V.V. Kindratenko, "On using functions to describe the shape," J. Math. Imag. Vis., vol. 18, pp. 225-245, 2003/05/01 2003.
34. D. Xiaolong and S. Khorram, "A feature-based image registration algorithm using improved chain-code representation combined with invariant moments," IEEE Trans. Geosci. Remote Sens., vol. 37, pp. 2351-2362, 1999.
35. Y. Bentoutou, N. Taleb, K. Kpalma, and J. Ronsin, "An automatic image registration for applications in remote sensing," IEEE Trans. Geosci. Remote Sens., vol. 43, pp. 2127-2137, 2005.
36. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York, NY, USA: Wiley-Interscience, 2000.
37. C.-C. Chen, "Improved moment invariants for shape discrimination," Pattern Recognit., vol. 26, pp. 683-686, 1993.
38. A. Goshtasby, "Piecewise linear mapping functions for image registration," Pattern Recognit., vol. 19, pp. 459-466, 1986.
39. D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vision, vol. 60, pp. 91-110, 2004/11/01 2004.
40. H. Goncalves, J. A. Goncalves, and L. Corte-Real, "Measures for an objective evaluation of the geometric correction process quality," IEEE Geosci. Remote Sens. Lett., vol. 6, pp. 292-296, 2009.