Scale Space and Variational Methods in Computer Vision: 6th International Conference, SSVM 2017, Kolding, Denmark, June 4-8, 2017, Proceedings

Front Matter....Pages I-XV
Front Matter....Pages 1-1
Spatio-Temporal Scale Selection in Video Data....Pages 3-15
Dynamic Texture Recognition Using Time-Causal Spatio-Temporal Scale-Space Filters....Pages 16-28
Corner Detection Using the Affine Morphological Scale Space....Pages 29-40
Nonlinear Spectral Image Fusion....Pages 41-53
Tubular Structure Segmentation Based on Heat Diffusion....Pages 54-65
Analytic Existence and Uniqueness Results for PDE-Based Image Reconstruction with the Laplacian....Pages 66-79
Combining Contrast Invariant L1 Data Fidelities with Nonlinear Spectral Image Decomposition....Pages 80-93
An Efficient and Stable Two-Pixel Scheme for 2D Forward-and-Backward Diffusion....Pages 94-106
Front Matter....Pages 107-107
Blind Space-Variant Single-Image Restoration of Defocus Blur....Pages 109-120
Denoising by Inpainting....Pages 121-132
Stochastic Image Reconstruction from Local Histograms of Gradient Orientation....Pages 133-145
A Dynamic Programming Solution to Bounded Dejittering Problems....Pages 146-158
Robust Blind Deconvolution with Convolution-Spectrum-Based Kernel Regulariser and Poisson-Noise Data Terms....Pages 159-171
Optimal Patch Assignment for Statistically Constrained Texture Synthesis....Pages 172-183
A Correlation-Based Dissimilarity Measure for Noisy Patches....Pages 184-195
Analysis of a Physically Realistic Film Grain Model, and a Gaussian Film Grain Synthesis Algorithm....Pages 196-207
Below the Surface of the Non-local Bayesian Image Denoising Method....Pages 208-220
Directional Total Generalized Variation Regularization for Impulse Noise Removal....Pages 221-231
Front Matter....Pages 233-233
A Novel Convex Relaxation for Non-binary Discrete Tomography....Pages 235-246
Image Reconstruction by Multilabel Propagation....Pages 247-259
Front Matter....Pages 233-233
User-Friendly Simultaneous Tomographic Reconstruction and Segmentation with Class Priors....Pages 260-270
An Optimal Transport-Based Restoration Method for Q-Ball Imaging....Pages 271-282
Nonlinear Flows for Displacement Correction and Applications in Tomography....Pages 283-294
Performance Bounds for Cosparse Multichannel Signal Recovery via Collaborative-TV....Pages 295-307
Simultaneous Reconstruction and Segmentation of CT Scans with Shadowed Data....Pages 308-319
Front Matter....Pages 321-321
Graphical Model Parameter Learning by Inverse Linear Programming....Pages 323-334
A Fast MBO Scheme for Multiclass Data Classification....Pages 335-347
Convex Non-Convex Segmentation over Surfaces....Pages 348-360
Numerical Integration of Riemannian Gradient Flows for Image Labeling....Pages 361-372
MAP Image Labeling Using Wasserstein Messages and Geometric Assignment....Pages 373-385
Multinomial Level-Set Framework for Multi-region Image Segmentation....Pages 386-395
Local Mean Multiphase Segmentation with HMMF Models....Pages 396-407
An Efficient Lagrangian Algorithm for an Anisotropic Geodesic Active Contour Model....Pages 408-420
A Probabilistic Framework for Curve Evolution....Pages 421-432
Front Matter....Pages 433-433
Denoising of Image Gradients and Constrained Total Generalized Variation....Pages 435-446
Infimal Convolution Coupling of First and Second Order Differences on Manifold-Valued Images....Pages 447-459
Optimal Transport for Manifold-Valued Images....Pages 460-472
Time Discrete Extrapolation in a Riemannian Space of Images....Pages 473-485
On a Projected Weiszfeld Algorithm....Pages 486-497
A Unified Framework for the Restoration of Images Corrupted by Additive White Noise....Pages 498-510
Front Matter....Pages 433-433
Learning Filter Functions in Regularisers by Minimising Quotients....Pages 511-523
Bregman-Proximal Augmented Lagrangian Approach to Multiphase Image Segmentation....Pages 524-534
Front Matter....Pages 535-535
A Comparison of Isotropic and Anisotropic Second Order Regularisers for Optical Flow....Pages 537-549
Order-Adaptive Regularisation for Variational Optical Flow: Global, Local and in Between....Pages 550-562
Transport Based Image Morphing with Intensity Modulation....Pages 563-577
Vehicle X-ray Scans Registration: A One-Dimensional Optimization Problem....Pages 578-589
Evaluating Data Terms for Variational Multi-frame Super-Resolution....Pages 590-601
Compressed Motion Sensing....Pages 602-613
A Unified Hyperelastic Joint Segmentation/Registration Model Based on Weighted Total Variation and Nonlocal Shape Descriptors....Pages 614-625
Front Matter....Pages 627-627
Adaptive Discretizations for Non-smooth Variational Vision....Pages 629-642
The Hessian of Axially Symmetric Functions on SE(3) and Application in 3D Image Analysis....Pages 643-655
Semi-calibrated Near-Light Photometric Stereo....Pages 656-668
Shape Matching by Time Integration of Partial Differential Equations....Pages 669-680
Subspace Least Squares Multidimensional Scaling....Pages 681-693
Beyond Multi-view Stereo: Shading-Reflectance Decomposition....Pages 694-705
Back Matter....Pages 707-708