Scale Space and Variational Methods in Computer Vision : 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings

Front Matter....Pages I-XV
Front Matter....Pages 1-1
Scale-Space Theory for Auditory Signals....Pages 3-15
Spectral Representations of One-Homogeneous Functionals....Pages 16-27
The Morphological Equivalents of Relativistic and Alpha-Scale-Spaces....Pages 28-39
New Approximation of a Scale Space Kernel on SE(3) and Applications in Neuroimaging....Pages 40-52
Partial Differential Equations of Bivariate Median Filters....Pages 53-65
Fundamentals of Non-Local Total Variation Spectral Theory....Pages 66-77
Morphological Scale-Space Operators for Images Supported on Point Clouds....Pages 78-89
Separable Time-Causal and Time-Recursive Spatio-Temporal Receptive Fields....Pages 90-102
A Linear Scale-Space Theory for Continuous Nonlocal Evolutions....Pages 103-114
Front Matter....Pages 115-115
Bilevel Image Denoising Using Gaussianity Tests....Pages 117-128
On Debiasing Restoration Algorithms: Applications to Total-Variation and Nonlocal-Means....Pages 129-141
Cartoon-Texture-Noise Decomposition with Transport Norms....Pages 142-153
Compressing Images with Diffusion- and Exemplar-Based Inpainting....Pages 154-165
Some Nonlocal Filters Formulation Using Functional Rearrangements....Pages 166-177
Total Variation Restoration of Images Corrupted by Poisson Noise with Iterated Conditional Expectations....Pages 178-190
Regularization with Sparse Vector Fields: From Image Compression to TV-type Reconstruction....Pages 191-202
Solution-Driven Adaptive Total Variation Regularization....Pages 203-215
Artifact-Free Variational MPEG Decompression....Pages 216-228
Front Matter....Pages 229-229
Probabilistic Correlation Clustering and Image Partitioning Using Perturbed Multicuts....Pages 231-242
Optimizing the Relevance-Redundancy Tradeoff for Efficient Semantic Segmentation....Pages 243-255
Front Matter....Pages 229-229
Convex Color Image Segmentation with Optimal Transport Distances....Pages 256-269
Piecewise Geodesics for Vessel Centerline Extraction and Boundary Delineation with Application to Retina Segmentation....Pages 270-281
Unsupervised Learning Using the Tensor Voting Graph....Pages 282-293
Interactive Multi-label Segmentation of RGB-D Images....Pages 294-306
Fast Minimization of Region-Based Active Contours Using the Shape Hessian of the Energy....Pages 307-319
Front Matter....Pages 321-321
Sparse Aggregation Framework for Optical Flow Estimation....Pages 323-334
An image registration framework for sliding motion with piecewise smooth deformations....Pages 335-347
Nonlocal Joint Segmentation Registration Model....Pages 348-359
Deformable Image Registration with Automatic Non-Correspondence Detection....Pages 360-371
Bézier Curves in the Space of Images....Pages 372-384
Computation and Visualization of Local Deformation for Multiphase Metallic Materials by Infimal Convolution of TV-Type Functionals....Pages 385-396
Front Matter....Pages 397-409
Luminance-Hue Specification in the RGB Space....Pages 411-411
Variational Exposure Fusion with Optimal Local Contrast....Pages 413-424
A Variational Model for Color Assignment....Pages 425-436
Duality Principle for Image Regularization and Perceptual Color Correction Models....Pages 437-448
PDE-Based Color Morphology Using Matrix Fields....Pages 449-460
Conditional Gaussian Models for Texture Synthesis....Pages 461-473
Multiscale Texture Orientation Analysis Using Spectral Total-Variation Decomposition....Pages 474-485
Front Matter....Pages 486-497
Discrete Varifolds: A Unified Framework for Discrete Approximations of Surfaces and Mean Curvature....Pages 498-510
Robust Poisson Surface Reconstruction....Pages 511-511
Variational Perspective Shape from Shading....Pages 513-524
Multiview Depth Parameterisation with Second Order Regularisation....Pages 525-537
Invertible Orientation Scores of 3D Images....Pages 538-550
Reconstruction of Surfaces from Point Clouds Using a Lagrangian Surface Evolution Model....Pages 551-562
Solving Minimal Surface Problems on Surfaces and Point Clouds....Pages 563-575
Data-Driven Sub-Riemannian Geodesics in SE(2)....Pages 576-588
Front Matter....Pages 589-600
A sparse algorithm for dense optimal transport....Pages 601-612
Activity Identification and Local Linear Convergence of Douglas–Rachford/ADMM under Partial Smoothness....Pages 613-625
Bilevel Optimization with Nonsmooth Lower Level Problems....Pages 627-627
Convex Image Denoising via Non-Convex Regularization....Pages 629-641
Infinite Dimensional Optimization Models and PDEs for Dejittering....Pages 642-653
Alternating Direction Method of Multiplier for Euler’s Elastica-Based Denoising....Pages 654-665
Asymptotic Behaviour of Total Generalised Variation....Pages 666-677
Back Matter....Pages 678-689
....Pages 690-701