Decoupled Linear Estimation of Affine Geometric Deformations and Nonlinear Intensity Transformations of Images

We consider the problem of registering two observations on an arbitrary object, where the two are related by a geometric affine transformation of their coordinate systems, and by a nonlinear mapping of their intensities. More generally, the framework is that of jointly estimating the geometric and r...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2010-05, Vol.32 (5), p.940-946
Hauptverfasser:	Kovalsky, S.Z., Cohen, G., Hagege, R., Francos, J.M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Affine transformations Algorithms Applied sciences Artificial Intelligence Biomedical optical imaging Computer science control theory systems Computer Simulation Deformation domain registration Equivalence Exact sciences and technology Geometrical optics Image Interpretation, Computer-Assisted - methods Image registration Intelligence linear estimation Linear Models Linear systems Nonlinear Dynamics nonlinear range registration Nonlinearity Object detection Optical sensors Parameter estimation Pattern analysis Pattern Recognition, Automated - methods Pattern recognition. Digital image processing. Computational geometry Radiometry Search problems Subtraction Technique Transformations Yield estimation
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