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, May/June 2007.
Author(s): Yossi Ferdman, Chen Sagiv, Nir Sochen (auth.), Fiorella Sgallari, Almerico Murli, Nikos Paragios (eds.)
Series: Lecture Notes in Computer Science 4485
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2007
Language: English
Pages: 934
Tags: Image Processing and Computer Vision; Computer Graphics; Pattern Recognition; Artificial Intelligence (incl. Robotics); Numeric Computing; Algorithm Analysis and Problem Complexity
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 -
