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JMIV
2010
78views more  JMIV 2010»
13 years 10 months ago
Mathematical Modeling of Textures: Application to Color Image Decomposition with a Projected Gradient Algorithm
: In this paper, we are interested in texture modeling with functional analysis spaces. We focus on the case of color image processing, and in particular color image decomposition....
Vincent Duval, Jean-François Aujol, Luminit...
JMIV
2010
95views more  JMIV 2010»
13 years 10 months ago
Registration of 2D Points Using Geometric Algebra and Tensor Voting
In this paper, we present a novel algorithm that combines the power of expression of Geometric Algebra with the robustness of Tensor Voting to find the correspondences between two...
Leo Reyes-Lozano, Gérard G. Medioni, Eduard...
JMIV
2010
115views more  JMIV 2010»
13 years 10 months ago
Image and Video Colorization Using Vector-Valued Reproducing Kernel Hilbert Spaces
Motivated by the setting of reproducing kernel Hilbert space (RKHS) and its extensions considered in machine learning, we propose an RKHS framework for image and video colorizatio...
Minh Ha Quang, Sung Ha Kang, Triet M. Le
JMIV
2010
184views more  JMIV 2010»
13 years 10 months ago
An Optimal Control Formulation of an Image Registration Problem
The basic idea of image registration is to find a reasonable transformation of an image so that the resulting difference between it and another image is made small. We derive an o...
Eunjung Lee, Max Gunzburger
JMIV
2010
87views more  JMIV 2010»
13 years 10 months ago
Spatially Varying Mixtures Incorporating Line Processes for Image Segmentation
Giorgos Sfikas, Christophoros Nikou, Nikolas P. Ga...
JMIV
2010
87views more  JMIV 2010»
13 years 10 months ago
Infinite Photography: New Mathematical Model for High-Resolution Images
A new mathematical image model is introduced using the photographic process as the starting point. Images are represented as infinite sequences of photons allowing analysis at arb...
Tapio Helin, Matti Lassas, Samuli Siltanen
JMIV
2010
46views more  JMIV 2010»
13 years 10 months ago
Multiplicative Noise Removal Using L1 Fidelity on Frame Coefficients
Sylvain Durand, Jalal Fadili, Mila Nikolova
JMIV
2010
102views more  JMIV 2010»
13 years 10 months ago
Fast Two-Phase Image Deblurring Under Impulse Noise
Jian-Feng Cai, Raymond H. Chan, Mila Nikolova
JMIV
2010
85views more  JMIV 2010»
13 years 10 months ago
Statistical Tests of Anisotropy for Fractional Brownian Textures. Application to Full-field Digital Mammography
In this paper, we propose a new and generic methodology for the analysis of texture anisotropy. The methodology is based on the stochastic modeling of textures by anisotropic fract...
Frédéric J. P. Richard, Hermine Bier...
JMIV
2010
80views more  JMIV 2010»
13 years 10 months ago
Region-Based Active Contours with Exponential Family Observations
François Lecellier, Jalal Fadili, Sté...