Pattern Recognition

Table of Contents

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   Book Overview
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   Chapter 1 Reconstructing Reflective and Transparent Surfaces from Epipolar Plane Images
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   Chapter 2 Structure from Motion Using Rigidly Coupled Cameras without Overlapping Views
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   Chapter 3 Highly Accurate Depth Estimation for Objects at Large Distances
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   Chapter 4 A Low-Rank Constraint for Parallel Stereo Cameras
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   Chapter 5 Multi-Resolution Range Data Fusion for Multi-View Stereo Reconstruction
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   Chapter 6 3D Object Class Geometry Modeling with Spatial Latent Dirichlet Markov Random Fields
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   Chapter 7 Discriminative Joint Non-negative Matrix Factorization for Human Action Classification
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   Chapter 8 Joint Shape Classification and Labeling of 3-D Objects Using the Energy Minimization Framework
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    Chapter 9 A Coded 3d Calibration Method for Line-Scan Cameras
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    Chapter 10 Confidence-Based Surface Prior for Energy-Minimization Stereo Matching
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    Chapter 11 A Monte Carlo Strategy to Integrate Detection and Model-Based Face Analysis
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    Chapter 12 Scale-Aware Object Tracking with Convex Shape Constraints on RGB-D Images
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    Chapter 13 Learning How to Combine Internal and External Denoising Methods
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    Chapter 14 A Comparison of Directional Distances for Hand Pose Estimation
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    Chapter 15 Approximate Sorting
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    Chapter 16 Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields
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    Chapter 17 Pattern Recognition
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    Chapter 18 Pedestrian Path Prediction with Recursive Bayesian Filters: A Comparative Study
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    Chapter 19 An Improved Model for Estimating the Meteorological Visibility from a Road Surface Luminance Curve
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    Chapter 20 Performance Evaluation of Narrow Band Methods for Variational Stereo Reconstruction
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    Chapter 21 Discriminative Detection and Alignment in Volumetric Data
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    Chapter 22 Distances Based on Non-rigid Alignment for Comparison of Different Object Instances
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    Chapter 23 Stixel-Based Target Existence Estimation under Adverse Conditions
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    Chapter 24 Three-Dimensional Data Compression with Anisotropic Diffusion
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    Chapter 25 Automatic Level Set Based Cerebral Vessel Segmentation and Bone Removal in CT Angiography Data Sets
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    Chapter 26 Action Recognition with HOG-OF Features
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    Chapter 27 Image Based 6-DOF Camera Pose Estimation with Weighted RANSAC 3D
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    Chapter 28 Symmetry-Based Detection and Diagnosis of DCIS in Breast MRI
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    Chapter 29 Ordinal Random Forests for Object Detection
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    Chapter 30 Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration
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    Chapter 31 Labeling Examples That Matter: Relevance-Based Active Learning with Gaussian Processes
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    Chapter 32 Efficient Retrieval for Large Scale Metric Learning
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    Chapter 33 A Hierarchical Voxel Hash for Fast 3D Nearest Neighbor Lookup
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    Chapter 34 Bone Age Assessment Using the Classifying Generalized Hough Transform
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    Chapter 35 Framework for Generation of Synthetic Ground Truth Data for Driver Assistance Applications
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    Chapter 36 Refractive Plane Sweep for Underwater Images
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    Chapter 37 An Evaluation of Data Costs for Optical Flow
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    Chapter 38 Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients
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    Chapter 39 Spatial Pattern Templates for Recognition of Objects with Regular Structure
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    Chapter 40 K-Smallest Spanning Tree Segmentations
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    Chapter 41 Discriminable Points That Stick Out of Their Environment
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    Chapter 42 Representation Learning for Cloud Classification
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    Chapter 43 CopyMe3D: Scanning and Printing Persons in 3D
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    Chapter 44 Monocular Pose Capture with a Depth Camera Using a Sums-of-Gaussians Body Model
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    Chapter 45 Robust Realtime Motion-Split-And-Merge for Motion Segmentation
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    Chapter 46 Efficient Multi-cue Scene Segmentation