Properties of BV-G structures + textures decomposition models. Application to road detection in satellite images

Abstract

In this paper we present some theoretical results about a structures-textures image decomposition model which was proposed by the second author. We prove a theorem which gives the behavior of this model in different cases. Finally, as a consequence of the theorem we derive an algorithm for the detection of long and thin objects applied to a road networks detection application in aerial or satellite images.

References in corpus (2)

• Noisy image decomposition: a new structure, texture and noise model based on local adaptivity
• Fast probabilistic snake algorithm

Cited by in corpus (5)

• Multiscale texture separation
• On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations
• Separation Surfaces in the Spectral TV Domain for Texture Decomposition
• Image Cartoon-Texture Decomposition Using Isotropic Patch Recurrence
• Fractional Calculus In Image Processing: A Review