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Theoretic Study of Image Registration Techniques:A Survey

Khushbu R. Bhut, Yaganesh M. Makwana

Abstract


Image registration is the methodology of adjusting two or more images of the same scene taken from different viewpoints, at different times, and from different sensors. Image registration adjusts two picturesgeometrically, i.e., sense picture and target picture. There are diverse methodologies of image registration and these methodologies are arranged as indicated by their tendency that is area based and feature based. These methodologies are likewise ordered as per the four straightforward steps of image registration process—feature detection, feature matching, function mapping and transformation and resampling. The purpose of this paper is to portray the image registration procedures based on its comparison.

Keywords: image registration, feature detection, feature matching,
mapping function, MI

 


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References


Brown GL. Survey of Image Registration Techniques.ACM Computing Surveys. 1992; 24 (4): 325–76p.

Zitova B, Flusser J. Image registration methods: A survey.Image and Vision Computing. 2003; 21: 977–1000p.

Barnea DI, Silverman HF. A class of algorithms for fast digital image registration. IEEE Transactions on Computing. 1972; 21: 179–86p.

PluimJPW, MaintzJBA. Mutual Information Based Registration of Medical Images: A Survey. IEEE Transactions on Medical Imaging. 2003; 22 (8): 986–1004p.

Sabuncu MR. Entropy-Based Image Registration. PhD Thesis. Princeton University; 2006.

Quddus A, Basir O. Wavelet-Based Medical Image Registration for RetrievalApplications.Proceedings of the International Conference on Biomedical Engineering and Informatics (BMEI); 2008 May 27–30; Sanya.301–5p.

Well RNB. The Fourier Transform and Its Applications. New York: McGraw-Hill; 1965.

Andersen PR, Nielsen M. Non-rigid registration by geometry constrained diffusion.Medical Image Analysis. 2001; 5: 81–8p .

Deshmukh M, Bhosle U. A survey of image registration. IJIP. 2011; 5 (3): 245–69p .

Fitzpatrik JM. Detection failure, assessing success. In: Hajnal JV, HillDLG, Hawkes DJ. (Eds.) Medical Image Registration.Baton Rouge, Florida: CRC; 2001. 117–39p.


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