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Total variation based oversampling of noisy images. (English) Zbl 0991.68098

Kerckhove, Michael (ed.), Scale-space and morphology in computer vision. 3rd international conference scale-space 2001, Vancouver, Canada, July 7-8, 2001. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2106, 111-122 (2001).
Summary: We propose a variational model which permits to simultaneously deblur and oversample an image. Indeed, after some recalls on an existing variational model for image oversampling, we show how to modify it in order to properly achieve our two goals. We discuss the modification both under a theoretical point of view (the analysis of the preservation of some structural elements) and the practical point of view of experimental results. We also describe the algorithm used to compute a solution to this model.
For the entire collection see [Zbl 0969.00076].

MSC:

68T45 Machine vision and scene understanding
68U10 Computing methodologies for image processing