LEADER 10762nam 22007335 450 001 996466062203316 005 20200706162337.0 010 $a3-642-32717-6 024 7 $a10.1007/978-3-642-32717-9 035 $a(CKB)3390000000030224 035 $a(SSID)ssj0000746084 035 $a(PQKBManifestationID)11930880 035 $a(PQKBTitleCode)TC0000746084 035 $a(PQKBWorkID)10861767 035 $a(PQKB)10489145 035 $a(DE-He213)978-3-642-32717-9 035 $a(MiAaPQ)EBC3070815 035 $a(PPN)168322536 035 $a(EXLCZ)993390000000030224 100 $a20120814d2012 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aPattern Recognition $eJoint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012, Proceedings /$fedited by Axel Pinz, Thomas Pock, Horst Bischof, Franz Leberl 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (XV, 510 p. 220 illus.) 225 1 $aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7476 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-32716-8 320 $aIncludes bibliographical references and index. 327 $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 -- Object 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 -- 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 -- 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 -- Decision 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 -- 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 -- Object 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 -- 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 -- 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 -- Decision 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. 330 $aThis book constitutes the refereed proceedings of the 34th Symposium of the German Association for Pattern Recognition, DAGM 2012, and the 36th Symposium of the Austrian Association for Pattern Recognition, OAGM 2012, held in Graz, Austria, in August 2012. The 27 revised full papers and 23 revised poster papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on segmentation, low-level vision, 3D reconstruction, recognition, applications, learning, and features. 410 0$aImage Processing, Computer Vision, Pattern Recognition, and Graphics ;$v7476 606 $aPattern recognition 606 $aOptical data processing 606 $aArtificial intelligence 606 $aComputer graphics 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputer Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22013 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 615 0$aPattern recognition. 615 0$aOptical data processing. 615 0$aArtificial intelligence. 615 0$aComputer graphics. 615 14$aPattern Recognition. 615 24$aImage Processing and Computer Vision. 615 24$aArtificial Intelligence. 615 24$aComputer Graphics. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a006.4 702 $aPinz$b Axel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPock$b Thomas$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBischof$b Horst$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLeberl$b Franz$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 02$aO?sterreichische Arbeitsgruppe fu?r Mustererkennung.$bTagung$d(36th :$f2012 :$eGraz, Austria) 906 $aBOOK 912 $a996466062203316 996 $aPattern Recognition$9381471 997 $aUNISA