Variational, Geometric, And Level Set Methods in Computer Vision

by Paragios, Nikos; Faugeras, Olivier; Chan, Tony; Schnoerr, Christoph

• ISBN13: 9783540293484
• ISBN10: 3540293485
• Format: Paperback
• Copyright: 2005-12-16
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the Third International Workshop on Variational, Geometric and Level Set Methods in Computer Vision, VLSM 2005, held in Beijing, China in October 2005 within the scope of ICCV 2005, the International Conference on Computer Vision. The 30 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections and sub-sections as follows: image filtering and reconstruction - image enhancement, inpainting and compression; segmentation and grouping - model-free and model-based segmentation; registration and motion analysis - registration of curves and images, multi-frame segmentation; 3D and reconstruction - computational processes in manifolds, shape from shading, calibration and stereo reconstruction.

Table of Contents

Image Filtering and Reconstruction
A Study of Non-smooth Convex Flow Decomposition
Jing Yuan, Christoph Schnörr, Gabriele Steidl, Florian Becker	1	(12)
Denoising Tensors via Lie Group Flows
Y. Gur, N. Sochen	13	(12)
Nonlinear Inverse Scale Space Methods for Image Restoration
Martin Burger, Stanley Osher, Jinjun Xu, Guy Gilboa	25	(12)
Towards PDE-Based Image Compression
Irena GaliC, Joachim Weickert, Martin Welk, Andrés Bruhn, Alexander Belyaev, Hans-Peter Seidel	37	(12)
Color Image Deblurring with Impulsive Noise
Leah Bar, Alexander Brook, Nir Sochen, Nahum Kiryati	49	(12)
Using an Oriented PDE to Repair Image Textures
Yan Niu, Tim Poston	61	(12)
Image Cartoon-Texture Decomposition and Feature Selection Using the Total Variation Regularized L¹ Functional
Wotao Yin, Donald Goldfarb, Stanley Osher	73	(12)
Structure-Texture Decomposition by a TV-Gabor Model
Jean-François Aujol, Guy Gilboa, Tony Chan, Stanley Osher	85	(12)
Segmentation and Grouping
From Inpainting to Active Contours
François Lauze, Mads Nielsen	97	(12)
Sobolev Active Contours
Ganesh Sundaramoorthi, Anthony Yezzi, Andrea Mennucci	109	(12)
Advances in Variational Image Segmentation Using AM-FM Models: Regularized Demodulation and Probabilistic Cue Integration
Georgios Evangelopoulos, Iasonas Kokkinos, Petros Maragos	121	(16)
Entropy Controlled Gauss-Markov Random Measure Field Models for Early Vision
Mariano Rivera, Omar Ocegueda, Jose L. Marroquin	137	(12)
Global Minimization of the Active Contour Model with TV-Inpainting and Two-Phase Denoising
Shingyu Leung, Stanley Osher	149	(12)
Combined Geometric-Texture Image Classification
Jean-François Aujol, Tony Chan	161	(12)
Heuristically Driven Front Propagation for Geodesic Paths Extraction
Gabriel Peyré, Laurent Cohen	173	(13)
Trimap Segmentation for Fast and User-Friendly Alpha Matting
Olivier Juan, Renaud Keriven	186	(12)
Uncertainty-Driven Non-parametric Knowledge-Based Segmentation: The Corpus Callosum Case
Maxime Taron, Nikos Paragios, Marie-Pierre Jolly	198	(12)
Registration and Motion Analysis
Dynamical Statistical Shape Priors for Level Set Based Sequence Segmentation
Daniel Cremers, Gareth Funka-Lea	210	(12)
Non-rigid Shape Comparison of Implicitly-Defined Curves
Sheshadri R. Thiruvenkadam, David Groisser, Yunmei Chen	222	(13)
Incorporating Rigid Structures in Non-rigid Registration Using Triangular B-Splines
Kexiang Wang, Ying He, Hong Qin	235	(12)
Geodesic Image Interpolation: Parameterizing and Interpolating Spatiotemporal Images
Brian B. Avants, C.L. Epstein, J.C. Gee	247	(12)
A Variational Approach for Object Contour Tracking
Nicolas Papadakis, Etienne MéMin, Frédéric Cao	259	(12)
Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking
Konstantinos Karantzalos, Nikos Paragios	271	(12)
3D and Reconstruction
A Surface Reconstruction Method for Highly Noisy Point Clouds
DanFeng Lu, HongKai Zhao, Ming Jiang, ShuLin Zhou, Tie Zhou	283	(12)
A C¹ Globally Interpolatory Spline of Arbitrary Topology
Ying He, Miao Jin, Xianfeng Gu, Hong Qin	295	(12)
Solving PDEs on Manifolds with Global Conformal Parametrization
Lok Ming Lui, Yalin Wang, Tony F. Chan	307	(13)
Fast Marching Method for Generic Shape from Shading
Emmanuel Prados, Stefano Soatto	320	(12)
A Gradient Descent Procedure for Variational Dynamic Surface Problems with Constraints
Jan Erik Solent, Niels Chr. Overgaard	332	(12)
Regularization of Mappings Between Implicit Manifolds of Arbitrary Dimension and Codimension
David Shafrir, Nir A. Sochen, Rachid Deriche	344	(12)
Lens Distortion Calibration Using Level Sets
Moumen T. El-Melegy, Nagi H. Al-Ashwal	356	(13)
Author Index	369