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SCALESPACE
2007
Springer

A Geometric-Functional-Based Image Segmentation and Inpainting

13 years 9 months ago
A Geometric-Functional-Based Image Segmentation and Inpainting
Abstract. The Mumford-Shah functional minimization, and related algorithms for image segmentation, involve a tradeoff between a twodimensional image structure and one-dimensional parametric curves (contours) that surround objects or distinct regions in the image. We propose an alternative functional that is independent of parameterization; it is a geometric functional which is given in terms of the geometry of surfaces representing the data and image in a feature space. The Γ-convergence technique is combined with the minimal surface theory in order to yield a global generalization of the Mumford-Shah segmentation functional.
Vladimir Kluzner, Gershon Wolansky, Yehoshua Y. Ze
Added 09 Jun 2010
Updated 09 Jun 2010
Type Conference
Year 2007
Where SCALESPACE
Authors Vladimir Kluzner, Gershon Wolansky, Yehoshua Y. Zeevi
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