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Tibor Lukic:
Regularized energy-minimization methods in image processing
The energy-minimization methods are based on the minimization of the suitable designed objective, or energy function. The process of inclusion an a prior information about the solution in to the minimization is called regularization. Regularized energy-minimization methods have applications in numerous problems of different nature, such as segmentation, image denoising and discrete tomography. It will be shown a characteristic energy model for each of the considered problem. We will discuss about the similarities and differences between these models, but also about possible improvements and applications in other problems.

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July 10, 2015 10:39 PM

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