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

Front Matter....Pages -
Full Affine Wavelets Are Scale-Space with a Twist....Pages 1-12
Iterated Nonlocal Means for Texture Restoration....Pages 13-24
The Jet Metric....Pages 25-31
Scale Selection for Compact Scale-Space Representation of Vector-Valued Images....Pages 32-42
An High Order Finite Co-volume Scheme for Denoising Using Radial Basis Functions....Pages 43-54
Linear Image Reconstruction by Sobolev Norms on the Bounded Domain....Pages 55-67
A Nonconvex Model to Remove Multiplicative Noise....Pages 68-79
Best Basis Compressed Sensing....Pages 80-91
Efficient Beltrami Filtering of Color Images Via Vector Extrapolation....Pages 92-103
Vector-Valued Image Interpolation by an Anisotropic Diffusion-Projection PDE....Pages 104-115
Faithful Recovery of Vector Valued Functions from Incomplete Data....Pages 116-127
Discrete Regularization on Weighted Graphs for Image and Mesh Filtering....Pages 128-139
Counter-Examples for Bayesian MAP Restoration....Pages 140-152
New Possibilities with Sobolev Active Contours....Pages 153-164
A Geometric-Functional-Based Image Segmentation and Inpainting....Pages 165-177
Level Set Methods for Watershed Image Segmentation....Pages 178-190
Segmentation Under Occlusions Using Selective Shape Prior....Pages 191-202
On the Statistical Interpretation of the Piecewise Smooth Mumford-Shah Functional....Pages 203-213
Fuzzy Region Competition: A Convex Two-Phase Segmentation Framework....Pages 214-226
A Variational Approach for Multi-valued Velocity Field Estimation in Transparent Sequences....Pages 227-238
Dense Optical Flow Estimation from the Monogenic Curvature Tensor....Pages 239-250
A Consistent Spatio-temporal Motion Estimator for Atmospheric Layers....Pages 251-263
Paretian Similarity for Partial Comparison of Non-rigid Objects....Pages 264-275
Some Remarks on Perspective Shape-from-Shading Models....Pages 276-287
Scale-Space Clustering with Recursive Validation....Pages 288-299
Scale Spaces on Lie Groups....Pages 300-312
Convex Inverse Scale Spaces....Pages 313-325
Spatio-temporal Scale-Spaces....Pages 326-337
A Scale-Space Reeb-Graph of Topological Invariants of Images and Its Applications to Content Identification....Pages 338-349
Salient Regions from Scale-Space Trees....Pages 350-361
Generic Maximum Likely Scale Selection....Pages 362-373
Combining Different Types of Scale Space Interest Points Using Canonical Sets....Pages 374-385
Feature Vector Similarity Based on Local Structure....Pages 386-393
Maximum Likelihood Metameres for Local 2 nd Order Image Structure of Natural Images....Pages 394-405
Fast and Accurate Gaussian Derivatives Based on B-Splines....Pages 406-417
Uniform and Textured Regions Separation in Natural Images Towards MPM Adaptive Denoising....Pages 418-429
The Variational Origin of Motion by Gaussian Curvature....Pages 430-441
A Variational Method with a Noise Detector for Impulse Noise Removal....Pages 442-450
Detection and Completion of Filaments: A Vector Field and PDE Approach....Pages 451-460
Nonlinear Diffusion on the 2D Euclidean Motion Group....Pages 461-472
A TV-Stokes Denoising Algorithm....Pages 473-483
Anisotropic α -Kernels and Associated Flows....Pages 484-495
Bounds on the Minimizers of (nonconvex) Regularized Least-Squares....Pages 496-507
Numerical Invariantization for Morphological PDE Schemes....Pages 508-519
Bayesian Non-local Means Filter, Image Redundancy and Adaptive Dictionaries for Noise Removal....Pages 520-532
Restoration of Images with Piecewise Space-Variant Blur....Pages 533-544
Mumford-Shah Regularizer with Spatial Coherence....Pages 545-555
A Generic Approach to the Filtering of Matrix Fields with Singular PDEs....Pages 556-567
Combining Curvature Motion and Edge-Preserving Denoising....Pages 568-579
Coordinate-Free Diffusion over Compact Lie-Groups....Pages 580-591
Riemannian Curvature-Driven Flows for Tensor-Valued Data....Pages 592-602
A Variational Framework for Spatio-temporal Smoothing of Fluid Motions....Pages 603-615
Super-Resolution Using Sub-band Constrained Total Variation....Pages 616-627
Non-negative Sparse Modeling of Textures....Pages 628-639
Texture Synthesis and Modification with a Patch-Valued Wavelet Transform....Pages 640-651
A Variational Framework for the Simultaneous Segmentation and Object Behavior Classification of Image Sequences....Pages 652-664
Blur Invariant Image Priors....Pages 665-674
A Variational Framework for Adaptive Satellite Images Segmentation....Pages 675-686
Piecewise Constant Level Set Method for 3D Image Segmentation....Pages 687-696
Histogram Based Segmentation Using Wasserstein Distances....Pages 697-708
Efficient Segmentation of Piecewise Smooth Images....Pages 709-720
Space-Time Segmentation Based on a Joint Entropy with Estimation of Nonparametric Distributions....Pages 721-732
Region Based Image Segmentation Using a Modified Mumford-Shah Algorithm....Pages 733-742
Total Variation Minimization and Graph Cuts for Moving Objects Segmentation....Pages 743-753
Curve Evolution in Subspaces....Pages 754-764
Identification of Grain Boundary Contours at Atomic Scale....Pages 765-776
Solving the Chan-Vese Model by a Multiphase Level Set Algorithm Based on the Topological Derivative....Pages 777-788
A Geometric Variational Framework for Simultaneous Registration and Parcellation of Homologous Surfaces....Pages 789-800
Motion Compensated Video Super Resolution....Pages 801-812
Kullback Leibler Divergence Based Curve Matching Method....Pages 813-824
Beauty with Variational Methods: An Optic Flow Approach to Hairstyle Simulation....Pages 825-836
A Variational Approach for 3D Motion Estimation of Incompressible PIV Flows....Pages 837-847
Detecting Regions of Dynamic Texture....Pages 848-859
A Method for the Transport and Registration of Images on Implicit Surfaces....Pages 860-870
Direct Shape-from-Shading with Adaptive Higher Order Regularisation....Pages 871-882
3D Object Recognition by Eigen-Scale-Space of Contours....Pages 883-894
Towards Segmentation Based on a Shape Prior Manifold....Pages 895-906
Geometric Sampling of Manifolds for Image Representation and Processing....Pages 907-918
Modeling Foveal Vision....Pages 919-928
Back Matter....Pages -