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Energy Minimization Methods in Computer Vision and Pattern Recognition

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This book constitutes the refereed proceedings of the 6th International Conference on Energy Minimization Methods in Computer Vis... Weiterlesen
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Beschreibung

This book constitutes the refereed proceedings of the 6th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition held in Ezhou, China, in August 2007. Twenty-two full papers are presented along with fifteen poster papers. The papers are organized into topical sections on algorithms, applications, image parsing, image processing, motion, shape, and three-dimensional processing.



Inhalt

Algorithms.- An Effective Multi-level Algorithm Based on Simulated Annealing for Bisecting Graph.- Szemerédi's Regularity Lemma and Its Applications to Pairwise Clustering and Segmentation.- Exact Solution of Permuted Submodular MinSum Problems.- Efficient Shape Matching Via Graph Cuts.- Simulating Classic Mosaics with Graph Cuts.- An Energy Minimisation Approach to Attributed Graph Regularisation.- Applications to Faces and Text.- A Pupil Localization Algorithm Based on Adaptive Gabor Filtering and Negative Radial Symmetry.- Decomposing Document Images by Heuristic Search.- CIDER: Corrected Inverse-Denoising Filter for Image Restoration.- Skew Detection Algorithm for Form Document Based on Elongate Feature.- Active Appearance Models Fitting with Occlusion.- Combining Left and Right Irises for Personal Authentication.- Image Parsing.- Bottom-Up Recognition and Parsing of the Human Body.- to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks.- An Automatic Portrait System Based on And-Or Graph Representation.- Object Category Recognition Using Generative Template Boosting.- Bayesian Inference for Layer Representation with Mixed Markov Random Field.- Image Processing.- Dichromatic Reflection Separation from a Single Image.- Noise Removal and Restoration Using Voting-Based Analysis and Image Segmentation Based on Statistical Models.- A Boosting Discriminative Model for Moving Cast Shadow Detection.- Motion Analysis.- An a Contrario Approach for Parameters Estimation of a Motion-Blurred Image.- Improved Object Tracking Using an Adaptive Colour Model.- Vehicle Tracking Based on Image Alignment in Aerial Videos.- Probabilistic Fiber Tracking Using Particle Filtering and Von Mises-Fisher Sampling.- Compositional Object Recognition, Segmentation, and Tracking in Video.- Bayesian Order-Adaptive Clustering for Video Segmentation.- Dynamic Feature Cascade for Multiple Object Tracking with Trackability Analysis.- Shape Analysis.- Discrete Skeleton Evolution.- Shape Classification Based on Skeleton Path Similarity.- Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves.- Shape Analysis of Open Curves in ?3 with Applications to Study of Fiber Tracts in DT-MRI Data.- Three-Dimensional Processing.- Energy-Based Reconstruction of 3D Curves for Quality Control.- 3D Computation of Gray Level Co-occurrence in Hyperspectral Image Cubes.- Continuous Global Optimization in Multiview 3D Reconstruction.- A New Bayesian Method for Range Image Segmentation.- Marked Point Process for Vascular Tree Extraction on Angiogram.- Surface Reconstruction from LiDAR Data with Extended Snake Theory.

Produktinformationen

Titel: Energy Minimization Methods in Computer Vision and Pattern Recognition
Untertitel: 6th International Conference, EMMCVPR 2007, Ezhou, China, August 27-29, 2007, Proceedings
Editor:
EAN: 9783540741985
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer Berlin Heidelberg
Genre: Anwendungs-Software
Anzahl Seiten: 500
Veröffentlichung: 14.08.2007
Dateigrösse: 103.8 MB

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