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020 $a9783642327179
020 $a9783642327162 (ebk.)
020 $a9783642327179
020 $a9783642327162
024 7 $a10.1007/978-3-642-32717-9$2doi
035 $a(Springer)9783642327179
040 $aSpringer
050 4 $aQ337.5
050 4 $aTK7882.P3
072 7 $aCOM016000$2bisacsh
072 7 $aUYQP$2bicssc
082 04 $a006.4$223
100 1 $aPinz, Axel,$eeditor.
245 10 $aPattern Recognition :$bJoint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012. Proceedings /$cedited by Axel Pinz, Thomas Pock, Horst Bischof, Franz Leberl.
264 1 $aBerlin, Heidelberg :$bSpringer Berlin Heidelberg :$bSpringer,$c2012.
300 $aXV, 510 p. 220 illus.$bonline resource.
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $atext file$bPDF$2rda
490 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v7476
505 0 $aAs Time Goes by—Anytime Semantic Segmentation with Iterative Context Forests -- Interactive Labeling of Image Segmentation Hierarchies -- Hierarchy of Localized Random Forests for Video Annotation -- A TV-L1 Optical Flow Method with Occlusion Detection.- Curvature Prior for MRF-Based Segmentation and Shape Inpainting.- Mean Field for Continuous High-Order MRFs -- How Well Do Filter-Based MRFs Model Natural Images? -- Anisotropic Range Image Integration -- Modeling of Sparsely Sampled Tubular Surfaces Using Coupled Curves -- Shape (Self-)Similarity and Dissimilarity Rating for Segmentation and Matching. -- Dense 3D Reconstruction with a Hand-Held Camera -- OUR-CVFH – Oriented, Unique and Repeatable Clustered Viewpoint Feature Histogram for Object Recognition and 6DOF Pose Estimation -- 3D Object Recognition and Pose Estimation for Multiple Objects Using Multi-Prioritized RANSAC and Model Updating -- Classification with Global, Local and Shared Features --
505 0 $aObject Detection in Multi-view X-Ray Images -- Eye Localization Using the Discriminative Generalized Hough Transform -- Simultaneous Estimation of Material Properties and Pose for Deformable Objects from Depth and Color Images -- Surface Quality Inspection of Deformable Parts with Variable B-Spline Surfaces -- Automated Image Forgery Detection through Classification of JPEG Ghosts -- Synergy-Based Learning of Facial Identity -- Information Theoretic Clustering Using Minimum Spanning Trees -- Dynamical SVM for Time Series Classification -- Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-divergences.- Line Matching Using Appearance Similarities and Geometric Constraints.-Salient Pattern Detection Using W2 on Multivariate Normal Distributions -- A Simple Extension of Stability Feature Selection --
505 0 $aFeature-Based Multi-video Synchronization with Subframe Accuracy.- Combination of Sinusoidal and Single Binary Pattern Projection for Fast 3D Surface Reconstruction -- Consensus Multi-View Photometric Stereo -- Automatic Scale Selection of Superimposed Signals -- Sensitivity/Robustness Flexible Ellipticity Measures -- Sparse Point Estimation for Bayesian Regression via Simulated Annealing -- Active Metric Learning for Object Recognition -- Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques for Local Stereo Matching -- Groupwise Shape Registration Based on Entropy Minimization -- Adaptive Multi-cue 3D Tracking of Arbitrary Objects -- Training of Classifiers for Quality Control of On-Line Laser Brazing Processes with Highly Imbalanced Datasets -- PCA-Enhanced Stochastic Optimization Methods -- A Real-Time MRF Based Approach for Binary Segmentation -- Pottics – The Potts Topic Model for Semantic Image Segmentation --
505 0 $aDecision Tree Ensembles in Biomedical Time-Series Classification -- Spatio-temporally Coherent Interactive Video Object Segmentation via Efficient Filtering.-Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces.- Video Compression with 3-D Pose Tracking, PDE-Based Image Coding, and Electrostatic Halftoning -- Image Completion Optimised for Realistic Simulations of Wound Development.- Automatic Model Selection in Archetype Analysis -- Stereo Fusion from Multiple Viewpoints -- Confidence Measurements for Adaptive Bayes Decision Classifier Cascades and Their Application to US Speed Limit Detection -- A Bottom-Up Approach for Learning Visual Object Detection Models from Unreliable Sources -- Active Learning of Ensemble Classifiers for Gesture Recognition. Interactive Labeling of Image Segmentation Hierarchies -- Hierarchy of Localized Random Forests for Video Annotation --
505 0 $aA TV-L1 Optical Flow Method with Occlusion Detection.- Curvature Prior for MRF-Based Segmentation and Shape Inpainting.- Mean Field for Continuous High-Order MRFs -- How Well Do Filter-Based MRFs Model Natural Images? -- Anisotropic Range Image Integration -- Modeling of Sparsely Sampled Tubular Surfaces Using Coupled Curves -- Shape (Self-)Similarity and Dissimilarity Rating for Segmentation and Matching. -- Dense 3D Reconstruction with a Hand-Held Camera -- OUR-CVFH – Oriented, Unique and Repeatable Clustered Viewpoint Feature Histogram for Object Recognition and 6DOF Pose Estimation -- 3D Object Recognition and Pose Estimation for Multiple Objects Using Multi-Prioritized RANSAC and Model Updating -- Classification with Global, Local and Shared Features -- Object Detection in Multi-view X-Ray Images -- Eye Localization Using the Discriminative Generalized Hough Transform --
505 0 $aSimultaneous Estimation of Material Properties and Pose for Deformable Objects from Depth and Color Images -- Surface Quality Inspection of Deformable Parts with Variable B-Spline Surfaces -- Automated Image Forgery Detection through Classification of JPEG Ghosts -- Synergy-Based Learning of Facial Identity -- Information Theoretic Clustering Using Minimum Spanning Trees -- Dynamical SVM for Time Series Classification -- Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-divergences.- Line Matching Using Appearance Similarities and Geometric Constraints.-Salient Pattern Detection Using W2 on Multivariate Normal Distributions -- A Simple Extension of Stability Feature Selection -- Feature-Based Multi-video Synchronization with Subframe Accuracy.- Combination of Sinusoidal and Single Binary Pattern Projection for Fast 3D Surface Reconstruction -- Consensus Multi-View Photometric Stereo -- Automatic Scale Selection of Superimposed Signals --
505 0 $aSensitivity/Robustness Flexible Ellipticity Measures -- Sparse Point Estimation for Bayesian Regression via Simulated Annealing -- Active Metric Learning for Object Recognition -- Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques for Local Stereo Matching -- Groupwise Shape Registration Based on Entropy Minimization -- Adaptive Multi-cue 3D Tracking of Arbitrary Objects -- Training of Classifiers for Quality Control of On-Line Laser Brazing Processes with Highly Imbalanced Datasets -- PCA-Enhanced Stochastic Optimization Methods -- A Real-Time MRF Based Approach for Binary Segmentation -- Pottics – The Potts Topic Model for Semantic Image Segmentation -- Decision Tree Ensembles in Biomedical Time-Series Classification --
505 0 $aSpatio-temporally Coherent Interactive Video Object Segmentation via Efficient Filtering.-Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces.- Video Compression with 3-D Pose Tracking, PDE-Based Image Coding, and Electrostatic Halftoning -- Image Completion Optimised for Realistic Simulations of Wound Development.- Automatic Model Selection in Archetype Analysis -- Stereo Fusion from Multiple Viewpoints -- Confidence Measurements for Adaptive Bayes Decision Classifier Cascades and Their Application to US Speed Limit Detection -- A Bottom-Up Approach for Learning Visual Object Detection Models from Unreliable Sources -- Active Learning of Ensemble Classifiers for Gesture Recognition.
520 $aThis book constitutes the refereed proceedings of the 34th Symposium of the German Association for Pattern Recognition, DAGM 2012, and the 36th Symposium of the Austrian Association for Pattern Recognition, OAGM 2012, held in Graz, Austria, in August 2012. The 27 revised full papers and 23 revised poster papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on segmentation, low-level vision, 3D reconstruction, recognition, applications, learning, and features.
650 20 $aPattern perception.
650 20 $aComputer graphics.
650 24 $aArtificial Intelligence (incl. Robotics)
650 10 $aComputer science.
650 0 $aArtificial intelligence.
650 0 $aComputer graphics.
650 0 $aComputer science.
650 0 $aComputer vision.
650 0 $aOptical pattern recognition.
650 24 $aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 24 $aImage Processing and Computer Vision.
700 1 $aPock, Thomas,$eeditor.
700 1 $aLeberl, Franz,$eeditor.
700 1 $aBischof, Horst,$eeditor.
776 08 $iPrinted edition:$z9783642327162
830 0 $aLecture Notes in Computer Science ;$v7476.
988 $a20140910
906 $0VEN