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10. EMMCVPR 2014: Hong Kong, China
- Xue-Cheng Tai, Egil Bae, Tony F. Chan, Marius Lysaker:
Energy Minimization Methods in Computer Vision and Pattern Recognition - 10th International Conference, EMMCVPR 2015, Hong Kong, China, January 13-16, 2015. Proceedings. Lecture Notes in Computer Science 8932, Springer 2015, ISBN 978-3-319-14611-9
Discrete and Continuous Optimization
- Viktor Larsson, Carl Olsson:
Convex Envelopes for Low Rank Approximation. 1-14 - Egil Bae, Xue-Cheng Tai, Jing Yuan:
Maximizing Flows with Message-Passing: Computing Spatially Continuous Min-Cuts. 15-28 - Junyan Wang, Sai-Kit Yeung:
A Compact Linear Programming Relaxation for Binary Sub-modular MRF. 29-42 - Hossein Mobahi, John W. Fisher III:
On the Link between Gaussian Homotopy Continuation and Convex Envelopes. 43-56 - Daniel Prusa, Tomás Werner:
How Hard Is the LP Relaxation of the Potts Min-Sum Labeling Problem? 57-70 - Hossein Mobahi, John W. Fisher III:
Coarse-to-Fine Minimization of Some Common Nonconvexities. 71-84
Image Restoration and Inpainting
- Laurent Hoeltgen, Joachim Weickert:
Why Does Non-binary Mask Optimisation Work for Diffusion-Based Image Compression? 85-98 - Jeremias Sulam, Michael Elad:
Expected Patch Log Likelihood with a Sparse Prior. 99-111 - Daniele Perrone, Remo Diethelm, Paolo Favaro:
Blind Deconvolution via Lower-Bounded Logarithmic Image Priors. 112-125 - Thomas Möllenhoff, Evgeny Strekalovskiy, Michael Möller, Daniel Cremers:
Low Rank Priors for Color Image Regularization. 126-140 - Joan Duran, Michael Möller, Catalina Sbert, Daniel Cremers:
A Novel Framework for Nonlocal Vectorial Total Variation Based on ℓ p, q, r -norms. 141-154 - Ronny Bergmann, Andreas Weinmann:
Inpainting of Cyclic Data Using First and Second Order Differences. 155-168 - Sebastian Hoffmann, Gerlind Plonka, Joachim Weickert:
Discrete Green's Functions for Harmonic and Biharmonic Inpainting with Sparse Atoms. 169-182
Segmentation
- Jan Stühmer, Daniel Cremers:
A Fast Projection Method for Connectivity Constraints in Image Segmentation. 183-196 - Konstantin Dragomiretskiy, Dominique Zosso:
Two-Dimensional Variational Mode Decomposition. 197-208 - Huiyi Hu, Justin Sunu, Andrea L. Bertozzi:
Multi-class Graph Mumford-Shah Model for Plume Detection Using the MBO scheme. 209-222 - Aditya Tatu, Sumukh Bansal:
A Novel Active Contour Model for Texture Segmentation. 223-236 - Xingping Dong, Jianbing Shen, Luc Van Gool:
Segmentation Using SubMarkov Random Walk. 237-248 - Kunqian Li, Wenbing Tao, Xiangli Liao, Liman Liu:
Automatic Shape Constraint Selection Based Object Segmentation. 249-262
PDE and Variational Methods
- Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li:
Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images. 263-277 - Martin Rajchl, John S. H. Baxter, Egil Bae, Xue-Cheng Tai, Aaron Fenster, Terry M. Peters, Jing Yuan:
Variational Time-Implicit Multiphase Level-Sets - A Fast Convex Optimization-Based Solution. 278-291 - Günay Dogan:
An Efficient Curve Evolution Algorithm for Multiphase Image Segmentation. 292-306 - Freddie Åström, George Baravdish, Michael Felsberg:
A Tensor Variational Formulation of Gradient Energy Total Variation. 307-320 - Zhi Li, Tieyong Zeng:
Color Image Segmentation by Minimal Surface Smoothing. 321-334 - Huibin Chang, Xue-Cheng Tai, Danping Yang:
Domain Decomposition Methods for Total Variation Minimization. 335-349
Motion, Tracking and Multiview Reconstruction
- Mahdad Hosseini Kamal, Paolo Favaro, Pierre Vandergheynst:
A Convex Solution to Disparity Estimation from Light Fields via the Primal-Dual Method. 350-363 - Ryan Kennedy, Camillo J. Taylor:
Optical Flow with Geometric Occlusion Estimation and Fusion of Multiple Frames. 364-377 - Ecaterina Bodnariuc, Arati Gurung, Stefania Petra, Christoph Schnörr:
Adaptive Dictionary-Based Spatio-temporal Flow Estimation for Echo PIV. 378-391 - Kun Sun, Peiran Li, Wenbing Tao, Liman Liu:
Point Sets Matching by Feature-Aware Mixture Point Matching Algorithm. 392-405 - Roman Shapovalov, Dmitry P. Vetrov, Anton Osokin, Pushmeet Kohli:
Multi-utility Learning: Structured-Output Learning with Multiple Annotation-Specific Loss Functions. 406-420 - Maria Pavlovskaia, Kewei Tu, Song-Chun Zhu:
Mapping the Energy Landscape of Non-convex Optimization Problems. 421-435 - Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia:
Marked Point Process Model for Curvilinear Structures Extraction. 436-449 - Hanno Ackermann, Björn Scheuermann, Tat-Jun Chin, Bodo Rosenhahn:
Randomly Walking Can Get You Lost: Graph Segmentation with Unknown Edge Weights. 450-463
Medical Image Analysis
- Erik J. Bekkers, Remco Duits, Marco Loog:
Training of Templates for Object Recognition in Invertible Orientation Scores: Application to Optic Nerve Head Detection in Retinal Images. 464-477 - Nóirín Duggan, Egil Bae, Shiwen Shen, William Hsu, Alex A. T. Bui, Edward Jones, Martin Glavin, Luminita A. Vese:
A Technique for Lung Nodule Candidate Detection in CT Using Global Minimization Methods. 478-491 - Julian Yarkony, Chong Zhang, Charless C. Fowlkes:
Hierarchical Planar Correlation Clustering for Cell Segmentation. 492-504
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