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Pattern Recognition

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Cover of 'Pattern Recognition'

Table of Contents

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    Book Overview
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    Chapter 1 As Time Goes by—Anytime Semantic Segmentation with Iterative Context Forests
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    Chapter 2 Interactive Labeling of Image Segmentation Hierarchies
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    Chapter 3 Hierarchy of Localized Random Forests for Video Annotation
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    Chapter 4 A TV-L1 Optical Flow Method with Occlusion Detection
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    Chapter 5 Curvature Prior for MRF-Based Segmentation and Shape Inpainting
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    Chapter 6 Mean Field for Continuous High-Order MRFs
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    Chapter 7 How Well Do Filter-Based MRFs Model Natural Images?
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    Chapter 8 Anisotropic Range Image Integration
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    Chapter 9 Modeling of Sparsely Sampled Tubular Surfaces Using Coupled Curves
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    Chapter 10 Shape (Self-)Similarity and Dissimilarity Rating for Segmentation and Matching
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    Chapter 11 Dense 3D Reconstruction with a Hand-Held Camera
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    Chapter 12 OUR-CVFH – Oriented, Unique and Repeatable Clustered Viewpoint Feature Histogram for Object Recognition and 6DOF Pose Estimation
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    Chapter 13 3D Object Recognition and Pose Estimation for Multiple Objects Using Multi-Prioritized RANSAC and Model Updating
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    Chapter 14 Classification with Global, Local and Shared Features
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    Chapter 15 Object Detection in Multi-view X-Ray Images
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    Chapter 16 Eye Localization Using the Discriminative Generalized Hough Transform
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    Chapter 17 Simultaneous Estimation of Material Properties and Pose for Deformable Objects from Depth and Color Images
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    Chapter 18 Surface Quality Inspection of Deformable Parts with Variable B-Spline Surfaces
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    Chapter 19 Automated Image Forgery Detection through Classification of JPEG Ghosts
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    Chapter 20 Pattern Recognition
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    Chapter 21 Information Theoretic Clustering Using Minimum Spanning Trees
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    Chapter 22 Dynamical SVM for Time Series Classification
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    Chapter 23 Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-divergences
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    Chapter 24 Line Matching Using Appearance Similarities and Geometric Constraints
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    Chapter 25 Salient Pattern Detection Using W 2 on Multivariate Normal Distributions
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    Chapter 26 A Simple Extension of Stability Feature Selection
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    Chapter 27 Feature-Based Multi-video Synchronization with Subframe Accuracy
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    Chapter 28 Combination of Sinusoidal and Single Binary Pattern Projection for Fast 3D Surface Reconstruction
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    Chapter 29 Consensus Multi-View Photometric Stereo
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    Chapter 30 Automatic Scale Selection of Superimposed Signals
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    Chapter 31 Pattern Recognition
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    Chapter 32 Sparse Point Estimation for Bayesian Regression via Simulated Annealing
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    Chapter 33 Active Metric Learning for Object Recognition
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    Chapter 34 Accuracy-Efficiency Evaluation of Adaptive Support Weight Techniques for Local Stereo Matching
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    Chapter 35 Groupwise Shape Registration Based on Entropy Minimization
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    Chapter 36 Adaptive Multi-cue 3D Tracking of Arbitrary Objects
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    Chapter 37 Training of Classifiers for Quality Control of On-Line Laser Brazing Processes with Highly Imbalanced Datasets
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    Chapter 38 PCA-Enhanced Stochastic Optimization Methods
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    Chapter 39 A Real-Time MRF Based Approach for Binary Segmentation
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    Chapter 40 Pottics – The Potts Topic Model for Semantic Image Segmentation
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    Chapter 41 Decision Tree Ensembles in Biomedical Time-Series Classification
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    Chapter 42 Spatio-temporally Coherent Interactive Video Object Segmentation via Efficient Filtering
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    Chapter 43 Discrepancy Norm as Fitness Function for Defect Detection on Regularly Textured Surfaces
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    Chapter 44 Video Compression with 3-D Pose Tracking, PDE-Based Image Coding, and Electrostatic Halftoning
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    Chapter 45 Image Completion Optimised for Realistic Simulations of Wound Development
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    Chapter 46 Automatic Model Selection in Archetype Analysis
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    Chapter 47 Stereo Fusion from Multiple Viewpoints
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    Chapter 48 Confidence Measurements for Adaptive Bayes Decision Classifier Cascades and Their Application to US Speed Limit Detection
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    Chapter 49 A Bottom-Up Approach for Learning Visual Object Detection Models from Unreliable Sources
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    Chapter 50 Active Learning of Ensemble Classifiers for Gesture Recognition
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1 Wikipedia page

Citations

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Title
Pattern Recognition
Published by
Springer Berlin Heidelberg, August 2012
DOI 10.1007/978-3-642-32717-9
ISBNs
978-3-64-232716-2, 978-3-64-232717-9
Editors

Pinz, Axel, Pock, Thomas, Bischof, Horst, Leberl, Franz

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 1 50%
Student > Ph. D. Student 1 50%
Readers by discipline Count As %
Materials Science 1 50%
Engineering 1 50%