[PDF][PDF] A primal-dual projected gradient algorithm for efficient Beltrami regularization

D Zosso, A Bustin - Computer Vision and Image Understanding, 2014 - researchgate.net
Inverse problems in imaging and computer vision are typically addressed as data-fidelity
optimization problems, where dataregularizers such as H1 or TV (total variation) are …

Polyakov action minimization for efficient color image processing

G Rosman, XC Tai, L Dascal, R Kimmel - Trends and Topics in Computer …, 2012 - Springer
Abstract The Laplace-Beltrami operator is an extension of the Laplacian from flat domains to
curved manifolds. It was proven to be useful for color image processing as it models a …

On semi-implicit splitting schemes for the Beltrami color image filtering

G Rosman, L Dascal, XC Tai, R Kimmel - Journal of Mathematical Imaging …, 2011 - Springer
The Beltrami flow is an efficient nonlinear filter, that was shown to be effective for color
image processing. The corresponding anisotropic diffusion operator strongly couples the …

Fast geodesic active fields for image registration based on splitting and augmented Lagrangian approaches

D Zosso, X Bresson, JP Thiran - IEEE transactions on image …, 2013 - ieeexplore.ieee.org
In this paper, we present an efficient numerical scheme for the recently introduced geodesic
active fields (GAF) framework for geometric image registration. This framework considers the …

[PDF][PDF] Augmented Lagrangian for Polyakov Action Minimization in Color Images

G Rosman, XC Tai, L Dascal, R Kimmel… - AIP Conference …, 2010 - academia.edu
Variational, nonlinear diffusion filters have been extensively used for different image
processing tasks. While many of them are tuned towards greyscale images, a small portion …

Beltrami flow in Hilbert space with applications to image denoising

Z Liang, Y Li - Journal of Electronic Imaging, 2012 - spiedigitallibrary.org
The Beltrami flow is an effective tool for dealing with images in many image-processing
tasks. However, the important issue of how to set a proper embedding space is not solved in …

Advanced Reconstruction Techniques in Free-Breathing Multi-Contrast High-Resolution Cardiac Magnetic Resonance Imaging

A Bustin - 2017 - mediatum.ub.tum.de
Cardiovascular magnetic resonance (CMR) imaging is a valuable tool for high-resolution
myocardial structure function and tissue assessment, providing essential information for …