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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 A 3-Component Inverse Depth Parameterization for Particle Filter SLAM
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    Chapter 2 An Efficient Linear Method for the Estimation of Ego-Motion from Optical Flow
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    Chapter 3 Localised Mixture Models in Region-Based Tracking
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    Chapter 4 A Closed-Form Solution for Image Sequence Segmentation with Dynamical Shape Priors
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    Chapter 5 Markerless 3D Face Tracking
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    Chapter 6 The Stixel World - A Compact Medium Level Representation of the 3D-World
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    Chapter 7 Global Localization of Vehicles Using Local Pole Patterns
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    Chapter 8 Single-Frame 3D Human Pose Recovery from Multiple Views
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    Chapter 9 Dense Stereo-Based ROI Generation for Pedestrian Detection
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    Chapter 10 Pedestrian Detection by Probabilistic Component Assembly
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    Chapter 11 High-Level Fusion of Depth and Intensity for Pedestrian Classification
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    Chapter 12 Fast and Accurate 3D Edge Detection for Surface Reconstruction
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    Chapter 13 Boosting Shift-Invariant Features
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    Chapter 14 Harmonic Filters for Generic Feature Detection in 3D
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    Chapter 15 Increasing the Dimension of Creativity in Rotation Invariant Feature Design Using 3D Tensorial Harmonics
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    Chapter 16 Training for Task Specific Keypoint Detection
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    Chapter 17 Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning
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    Chapter 18 Non-parametric Single View Reconstruction of Curved Objects Using Convex Optimization
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    Chapter 19 Discontinuity-Adaptive Shape from Focus Using a Non-convex Prior
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    Chapter 20 Making Shape from Shading Work for Real-World Images
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    Chapter 21 Deformation-Aware Log-Linear Models
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    Chapter 22 Multi-view Object Detection Based on Spatial Consistency in a Low Dimensional Space
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    Chapter 23 Active Structured Learning for High-Speed Object Detection
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    Chapter 24 Face Reconstruction from Skull Shapes and Physical Attributes
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    Chapter 25 Sparse Bayesian Regression for Grouped Variables in Generalized Linear Models
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    Chapter 26 Learning with Few Examples by Transferring Feature Relevance
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    Chapter 27 Simultaneous Estimation of Pose and Motion at Highly Dynamic Turn Maneuvers
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    Chapter 28 Making Archetypal Analysis Practical
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    Chapter 29 Fast Multiscale Operator Development for Hexagonal Images
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    Chapter 30 Optimal Parameter Estimation with Homogeneous Entities and Arbitrary Constraints
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    Chapter 31 Detecting Hubs in Music Audio Based on Network Analysis
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    Chapter 32 A Gradient Descent Approximation for Graph Cuts
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    Chapter 33 A Stereo Depth Recovery Method Using Layered Representation of the Scene
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    Chapter 34 Reconstruction of Sewer Shaft Profiles from Fisheye-Lens Camera Images
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    Chapter 35 A Superresolution Framework for High-Accuracy Multiview Reconstruction
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    Chapter 36 View Planning for 3D Reconstruction Using Time-of-Flight Camera Data
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    Chapter 37 Real Aperture Axial Stereo: Solving for Correspondences in Blur
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    Chapter 38 Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling
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    Chapter 39 Image-Based Lunar Surface Reconstruction
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    Chapter 40 Use of Coloured Tracers in Gas Flow Experiments for a Lagrangian Flow Analysis with Increased Tracer Density
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    Chapter 41 Reading from Scratch – A Vision-System for Reading Data on Micro-structured Surfaces
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    Chapter 42 Diffusion MRI Tractography of Crossing Fibers by Cone-Beam ODF Regularization
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    Chapter 43 Feature Extraction Algorithm for Banknote Textures Based on Incomplete Shift Invariant Wavelet Packet Transform
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    Chapter 44 Video Super Resolution Using Duality Based TV- L 1 Optical Flow
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    Chapter 45 HMM-Based Defect Localization in Wire Ropes – A New Approach to Unusual Subsequence Recognition
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    Chapter 46 Beating the Quality of JPEG 2000 with Anisotropic Diffusion
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    Chapter 47 Decoding Color Structured Light Patterns with a Region Adjacency Graph
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    Chapter 48 Residual Images Remove Illumination Artifacts!
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    Chapter 49 Superresolution and Denoising of 3D Fluid Flow Estimates
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    Chapter 50 Spatial Statistics for Tumor Cell Counting and Classification
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    Chapter 51 Quantitative Assessment of Image Segmentation Quality by Random Walk Relaxation Times
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    Chapter 52 Applying Recursive EM to Scene Segmentation
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    Chapter 53 Adaptive Foreground/Background Segmentation Using Multiview Silhouette Fusion
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    Chapter 54 Evaluation of Structure Recognition Using Labelled Facade Images
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    Chapter 55 Using Lateral Coupled Snakes for Modeling the Contours of Worms
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    Chapter 56 Globally Optimal Finsler Active Contours
Attention for Chapter 21: Deformation-Aware Log-Linear Models
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Chapter title
Deformation-Aware Log-Linear Models
Chapter number 21
Book title
Pattern Recognition
Published in
ADS, September 2009
DOI 10.1007/978-3-642-03798-6_21
Book ISBNs
978-3-64-203797-9, 978-3-64-203798-6
Authors

Tobias Gass, Thomas Deselaers, Hermann Ney

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Switzerland 2 20%
Germany 1 10%
Unknown 7 70%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 40%
Professor > Associate Professor 2 20%
Researcher 2 20%
Student > Doctoral Student 1 10%
Student > Master 1 10%
Other 0 0%
Readers by discipline Count As %
Computer Science 8 80%
Mathematics 1 10%
Social Sciences 1 10%