Scale Space Methods and Variational Methods in Computer Vision : First International Conference, SSVM 2007, Ischia, Italy, May 30-June 2, 2007, Proceedings

by Sgallari, Fiorella; Murli, Almerico; Paragios, Nikos

• ISBN13: 9783540728221
• ISBN10: 3540728228
• Format: Paperback
• Copyright: 2007-07-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the First International Conference on Scale Space Methods and Variational Methods in Computer Vision, SSVM 2007, emanated from the joint edition of the 4th International Workshop on Variational, Geometric and Level Set Methods in Computer Vision, VLSM 2007 and the 6th International Conference on Scale Space and PDE Methods in Computer Vision, Scale-Space 2007, held in Ischia Italy in May/June 2007. The 24 revised full papers and 55 revised poster papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in topical sections on scale space and features extraction, image enhancement and reconstruction, image segmentation and visual grouping, motion analysis, optical flow, registration and tracking, 3D from images, scale space and feature extraction, image enhancement, reconstruction and texture synthesis, image segmentation and visual grouping, motion analysis, optical flow, registration and tracking, and biological relevance.

Table of Contents

A full affine wavelets are scale-space with a twist	p. 1
Iterated nonlocal means for texture restoration	p. 13
The jet metric	p. 25
Scale selection for compact scale-space representation of vector-valued images	p. 32
An high order finite co-volume scheme for denoising using radial basis functions	p. 43
Linear image reconstruction by Sobolev norms on the bounded domain	p. 55
A nonconvex model to remove multiplicative noise	p. 68
Best basis compressed sensing	p. 80
Efficient beltrami filtering of color images via vector extrapolation	p. 92
Vector-valued image interpolation by an anisotropic diffusion-projection PDE	p. 104
Faithful recovery of vector valued functions from incomplete data	p. 116
Discrete regularization on weighted graphs for image and mesh filtering	p. 128
Counter-examples for Bayesian MAP restoration	p. 140
New possibilities with Sobolev active contours	p. 153
A geometric-functional-based image segmentation and inpainting	p. 165
Level set methods for watershed image segmentation	p. 178
Segmentation under occlusions using selective shape prior	p. 191
On the statistical interpretation of the piecewise smooth Mumford-Shah functional	p. 203
Fuzzy region competition : a convex two-phase segmentation framework	p. 214
A variational approach for multi-valued velocity field estimation in transparent sequences	p. 227
Dense optical flow estimation from the monogenic curvature tensor	p. 239
A consistent spatio-temporal motion estimator for atmospheric layers	p. 251
Paretian similarity for partial comparison of non-rigid objects	p. 264
Some remarks on perspective shape-from-shading models	p. 276
Scale-space clustering with recursive validation	p. 288
Scale spaces on lie groups	p. 300
Convex inverse scale spaces	p. 313
Spatio-temporal scale-spaces	p. 326
A scale-space reeb-graph of topological invariants of images and its applications to content identification	p. 338
Salient regions from scale-space trees	p. 350
Generic maximum likely scale selection	p. 362
Combining different types of scale space interest points using canonical sets	p. 374
Feature vector similarity based on local structure	p. 386
Maximum likelihood metameres for local 2nd order image structure of natural images	p. 394
Fast and accurate Gaussian derivatives based on B-splines	p. 406
Uniform and textured regions separation in natural images towards MPM adaptive denoising	p. 418
The variational origin of motion by gaussian curvature	p. 430
A variational method with a noise detector for impulse noise removal	p. 442
Detection and completion of filaments : a vector field and PDE approach	p. 451
Nonlinear diffusion on the 2D Euclidean motion group	p. 461
A TV-Stokes denoising algorithm	p. 473
Anisotropic [alpha]-kernels and associated flows	p. 484
Bounds on the minimizers of (nonconvex) regularized least-squares	p. 496
Numerical invariantization for morphological PDE schemes	p. 508
Bayesian non-local means filter, image redundancy and adaptive dictionaries for noise removal	p. 520
Restoration of images with piecewise space-variant blur	p. 533
Mumford-Shah regularizer with spatial coherence	p. 545
A generic approach to the filtering of matrix fields with singular PDEs	p. 556
Combining curvature motion and edge-preserving denoising	p. 568
Coordinate-free diffusion over compact Lie-groups	p. 580
Riemannian curvature-driven flows for tensor-valued data	p. 592
A variational framework for spatio-temporal smoothing of fluid motions	p. 603
Super-resolution using sub-band constrained total variation	p. 616
Non-negative sparse modeling of textures	p. 628
Texture synthesis and modification with a patch-valued wavelet transform	p. 640
A variational framework for the simultaneous segmentation and object behavior classification of image sequences	p. 652
Blur invariant image priors	p. 665
A variational framework for adaptive satellite images segmentation	p. 675
Piecewise constant level set method for 3D image segmentation	p. 687
Histogram based segmentation using Wasserstein distances	p. 697
Efficient segmentation of piecewise smooth images	p. 709
Space-time segmentation based on a joint entropy with estimation of nonparametric distributions	p. 721
Region based image segmentation using a modified Mumford-Shah algorithm	p. 733
Total Variation minimization and graph cuts for moving objects segmentation	p. 743
Curve evolution in subspaces	p. 754
Identification of grain boundary contours at atomic scale	p. 765
Solving the Chan-Vese model by a multiphase level set algorithm based on the topological derivative	p. 777
A geometric variational framework for simultaneous registration and parcellation of homologous surfaces	p. 789
Motion compensated video super resolution	p. 801
Kullback Leibler divergence based curve matching method	p. 813
Beauty with variational methods : an optic flow approach to hairstyle simulation	p. 825
A variational approach for 3D motion estimation of incompressible PIV flows	p. 837
Detecting regions of dynamic texture	p. 848
A method for the transport and registration of images on implicit surfaces	p. 860
Direct shape-from-shading with adaptive higher order regularisation	p. 871
3D object recognition by Eigen-scale-space of contours	p. 883
Towards segmentation based on a shape prior manifold	p. 895
Geometric sampling of manifolds for image representation and processing	p. 907
Modeling foveal vision	p. 919
Table of Contents provided by Blackwell. All Rights Reserved.