The week's pick
Reseach Article
Automatic Registration of Satellite Images
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 120 - Number 12 |
| Year of Publication: 2015 |
| Authors: Ritu Singh Phogat, Hardik Dhamecha, Manoj Pandya, Bharat Chaudhary, Madhukar Potdar |
10.5120/21279-4154
|
Ritu Singh Phogat, Hardik Dhamecha, Manoj Pandya, Bharat Chaudhary, Madhukar Potdar . Automatic Registration of Satellite Images. International Journal of Computer Applications. 120, 12 ( June 2015), 18-21. DOI=10.5120/21279-4154
Abstract
Registration is a fundamental stage in 3D and 2D reconstruction process, which is used to match two or more images that can be taken in different moments, from different sensors, or different viewpoints. Two images are aligned into a common coordinate system in order to monitor the subtle changes between them. Registration algorithms compute transformations to set correspondence between the two images. . This approach provides a good basis for classifying different techniques, however it does little to illuminate the conditions important to the problem of registration. Understanding the image registration problem space and the conditions under which specific algorithms perform best allows for further automation of image registration, and makes the field more accessible to non-experts. This paper presents manual and automatic registration and their comparison is made.
References
- A. Agarwala, M. Dontcheva, M. Agrawala, S. Drucker, A. Colburn, B. Curless, D. Salesin, and M. Cohen, "Interactive digital photomontage," in SIGGRAPH '04: ACMSIGGRAPH 2004 Papers, New York, NY, USA, 2004, pp. 294–302.
- T. M. Lillesand and R. W. Kiefer, Remote Sensing and ImageInterpretation, 6th ed. Wiley, 2007
- J. B. Campbell, Introduction to remote sensing, 4th ed. Guildford Press, 2008.
- J. Maintz and M. Viergever, "A survey of medical image registration",Medical Image Analysis, vol. 2, no. 1, pp. 1–36, 1998
- J. Pluim, J. Maintz, and M. Viergever, "Mutual-informationbased registration of medical images: a survey",Medical Imaging, IEEE Transactions on, vol. 22, no. 8, pp. 986–1004, Aug. 2003. 313
- Pascal, Jean-Michel, Zhongwei, "Three-step image rectification" BMVC doi:10. 5244/C. 24. 89,2010
- B. Zitova and J. Flusser, "Image registration methods: a survey," Image and Vision Computing, vol. 21, pp. 977–1000, 2003.
- A. C. Morris, A. Stevens, J. P. Muller," Ground control determination for registration of satellite imagery using digital map data". Photogram Record, 1998.
- S. Kullback, Information theory and statistics. Dover Publications, Inc. , 1968.
- T. M. Cover and J. A. Thomas, Elements of information theory, John Wiley & Sons, Inc. , 1991
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