000 09759nam a22005895i 4500
001 978-3-642-32717-9
003 DE-He213
005 20160624102216.0
007 cr nn 008mamaa
008 120814s2012 gw | s |||| 0|eng d
020 _a9783642327179
_9978-3-642-32717-9
024 7 _a10.1007/978-3-642-32717-9
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.4
_223
245 1 0 _aPattern Recognition
_h[electronic resource] :
_bJoint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 28-31, 2012. Proceedings /
_cedited by Axel Pinz, Thomas Pock, Horst Bischof, Franz Leberl.
260 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_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 -- 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.
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 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aComputer vision.
650 0 _aComputer graphics.
650 0 _aOptical pattern recognition.
650 1 4 _aComputer Science.
650 2 4 _aPattern Recognition.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aComputer Graphics.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
700 1 _aPinz, Axel.
_eeditor.
700 1 _aPock, Thomas.
_eeditor.
700 1 _aBischof, Horst.
_eeditor.
700 1 _aLeberl, Franz.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642327162
786 _dSpringer
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7476
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-32717-9
942 _2EBK10417
_cEBK
999 _c39711
_d39711