Scale Space and Variational Methods in Computer Vision : 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. Proceedings

This Book Constitutes The Refereed Proceedings Of The 4th International Conference On Scale Space Methods And Variational Methods In Computer Vision, Ssvm 2013, Held In Schloss Seggau Near Graz, Austria, In June 2013. The 42 Revised Full Papers Presented Were Carefully Reviewed And Selected 69 Submissions. The Papers Are Organized In Topical Sections On Image Denoising And Restoration, Image Enhancement And Texture Synthesis, Optical Flow And 3d Reconstruction, Scale Space And Partial Differential Equations, Image And Shape Analysis, And Segmentation. Image Denoising And Restoration Targeted Iterative Filtering -- Generalized Gradient On Vector Bundle – Application To Image Denoising -- Expert Regularizers For Task Specific Processing -- A Spectral Approach To Total Variation -- Convex Generalizations Of Total Variation Based On The Structure Tensor With Applications To Inverse Problems -- Adaptive Second-order Total Variation: An Approach Aware Of Slope Discontinuities -- Variational Methods For Motion Deblurring With Still Background -- Blind Deblurring Using A Simplified Sharpness Index -- A Cascadic Alternating Krylov Subspace Image Restoration Method -- B-smart: Bregman-based First-order Algorithms For Non-negative Compressed Sensing Problems -- Epigraphical Projection For Solving Least Squares Anscombe Transformed Constrained Optimization Problems -- Image Enhancement And Texture Synthesis Static And Dynamic Texture Mixing Using Optimal Transport -- A Tgv Regularized Wavelet Based Zooming Model --^ Anisotropic Third-order Regularization For Sparse Digital Elevation Models -- A Fast Algorithm For Exact Histogram Specification. Simple Extension To Colour Images -- Constrained Sparse Texture Synthesis -- Outlier Removal Power Of The L1-norm Super-resolution -- Optical Flow And 3d Reconstruction Why Is The Census Transform Good For Robust Optic Flow Computation? -- Generalised Perspective Shape From Shading In Spherical Coordinates -- Weighted Patch-based Reconstruction: Linking (multi-view) Stereo To Scale Space -- Optical Flow On Evolving Surfaces With An Application To The Analysis Of 4d Microscopy Data -- Perspective Photometric Stereo With Shadows -- Solving The Uncalibrated Photometric Stereo Problem Using Total Variation -- Minimizing Tgv-based Variational Models With Non-convex Data Terms -- A Mathematically Justified Algorithm For Shape From Texture -- Scale Space And Partial Differential Equations Multi Scale Shape Index For 3d Object Recognition --^ Compression Of Depth Maps With Segment-based Homogeneous Diffusion -- Scale Space Operators On Hierarchies Of Segmentations -- Discrete Deep Structure -- Image Matching Using Generalized Scale-space Interest Points -- A Fully Discrete Theory For Linear Osmosis Filtering -- L2-stable Nonstandard Finite Differences For Anisotropic Diffusion -- Relations Between Amoeba Median Algorithms And Curvature-based Pdes -- Image And Shape Analysis, Segmentation Scale And Edge Detection With Topological Derivatives -- Active Contours For Multi-region Image Segmentation With A Single Level Set Function -- Regularized Discrete Optimal Transport -- Variational Method For Computing Average Images Of Biological Organs -- A Hierarchical Approach To Optimal Transport -- Layered Mean Shift Methods -- Partial Optimality Via Iterative Pruning For The Potts Model -- Wimmelbild Analysis With Approximate Curvature Coding Distance Images -- Defect Classification On Specular Surfaces Using Wavelets. Edited By Arjan Kuijper, Kristian Bredies, Thomas Pock, Horst Bischof. Front Matter....Pages - Targeted Iterative Filtering....Pages 1-11 Generalized Gradient on Vector Bundle – Application to Image Denoising....Pages 12-23 Expert Regularizers for Task Specific Processing....Pages 24-35 A Spectral Approach to Total Variation....Pages 36-47 Convex Generalizations of Total Variation Based on the Structure Tensor with Applications to Inverse Problems....Pages 48-60 Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities....Pages 61-73 Variational Methods for Motion Deblurring with Still Background....Pages 74-85 Blind Deblurring Using a Simplified Sharpness Index....Pages 86-97 A Cascadic Alternating Krylov Subspace Image Restoration Method....Pages 98-109 B-SMART: Bregman-Based First-Order Algorithms for Non-negative Compressed Sensing Problems....Pages 110-124 Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems....Pages 125-136 Static and Dynamic Texture Mixing Using Optimal Transport....Pages 137-148 A TGV Regularized Wavelet Based Zooming Model....Pages 149-160 Anisotropic Third-Order Regularization for Sparse Digital Elevation Models....Pages 161-173 A Fast Algorithm for Exact Histogram Specification. Simple Extension to Colour Images....Pages 174-185 Constrained Sparse Texture Synthesis....Pages 186-197 Outlier Removal Power of the L1-Norm Super-Resolution....Pages 198-209 Why Is the Census Transform Good for Robust Optic Flow Computation?....Pages 210-221 Generalised Perspective Shape from Shading in Spherical Coordinates....Pages 222-233 Weighted Patch-Based Reconstruction: Linking (Multi-view) Stereo to Scale Space....Pages 234-245 Optical Flow on Evolving Surfaces with an Application to the Analysis of 4D Microscopy Data....Pages 246-257 Perspective Photometric Stereo with Shadows....Pages 258-269 Solving the Uncalibrated Photometric Stereo Problem Using Total Variation....Pages 270-281 Minimizing TGV-Based Variational Models with Non-convex Data Terms....Pages 282-293 A Mathematically Justified Algorithm for Shape from Texture....Pages 294-305 Multi Scale Shape Index for 3D Object Recognition....Pages 306-318 Compression of Depth Maps with Segment-Based Homogeneous Diffusion....Pages 319-330 Scale Space Operators on Hierarchies of Segmentations....Pages 331-342 Discrete Deep Structure....Pages 343-354 Image Matching Using Generalized Scale-Space Interest Points....Pages 355-367 A Fully Discrete Theory for Linear Osmosis Filtering....Pages 368-379 L 2 -Stable Nonstandard Finite Differences for Anisotropic Diffusion....Pages 380-391 Relations between Amoeba Median Algorithms and Curvature-Based PDEs....Pages 392-403 Scale and Edge Detection with Topological Derivatives....Pages 404-415 Active Contours for Multi-region Image Segmentation with a Single Level Set Function....Pages 416-427 Regularized Discrete Optimal Transport....Pages 428-439 Variational Method for Computing Average Images of Biological Organs....Pages 440-451 A Hierarchical Approach to Optimal Transport....Pages 452-464 Layered Mean Shift Methods....Pages 465-476 Partial Optimality via Iterative Pruning for the Potts Model....Pages 477-488 Wimmelbild Analysis with Approximate Curvature Coding Distance Images....Pages 489-500 Defect Classification on Specular Surfaces Using Wavelets....Pages 501-512 Back Matter....Pages -