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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 On Determining the Color of the Illuminant Using the Dichromatic Reflection Model
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    Chapter 2 Probabilistic Color Optical Flow
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    Chapter 3 Illumination Invariant Color Texture Analysis Based on Sum- and Difference-Histograms
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    Chapter 4 Color Image Compression: Early Vision and the Multiresolution Representations
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    Chapter 5 Optic Flow Goes Stereo: A Variational Method for Estimating Discontinuity-Preserving Dense Disparity Maps
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    Chapter 6 Lens Model Selection for Visual Tracking
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    Chapter 7 Omnidirectional Vision with Frontal Stereo
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    Chapter 8 Stereo Vision Based Reconstruction of Huge Urban Areas from an Airborne Pushbroom Camera (HRSC)
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    Chapter 9 Calibration–Free Hand–Eye Calibration: A Structure–from–Motion Approach
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    Chapter 10 Simple Solvers for Large Quadratic Programming Tasks
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    Chapter 11 Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification
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    Chapter 12 Automatic Foreground Propagation in Image Sequences for 3D Reconstruction
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    Chapter 13 Agglomerative Grouping of Observations by Bounding Entropy Variation
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    Chapter 14 Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Estimation
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    Chapter 15 Goal-Directed Search with a Top-Down Modulated Computational Attention System
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    Chapter 16 Telephone-Based Speech Dialog Systems
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    Chapter 17 Robust Parallel Speech Recognition in Multiple Energy Bands
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    Chapter 18 Pronunciation Feature Extraction
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    Chapter 19 Multi-lingual and Multi-modal Speech Processing and Applications
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    Chapter 20 Cluster-Based Point Cloud Analysis for Rapid Scene Interpretation
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    Chapter 21 A Novel Parameter Decomposition Approach to Faithful Fitting of Quadric Surfaces
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    Chapter 22 3D Surface Reconstruction by Combination of Photopolarimetry and Depth from Defocus
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    Chapter 23 Vision-Based 3D Object Localization Using Probabilistic Models of Appearance
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    Chapter 24 Projective Model for Central Catadioptric Cameras Using Clifford Algebra
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    Chapter 25 A New Methodology for Determination and Correction of Lens Distortion in 3D Measuring Systems Using Fringe Projection
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    Chapter 26 A Method for Fast Search of Variable Regions on Dynamic 3D Point Clouds
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    Chapter 27 6D-Vision: Fusion of Stereo and Motion for Robust Environment Perception
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    Chapter 28 A Method for Determining Geometrical Distortion of Off-The-Shelf Wide-Angle Cameras
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    Chapter 29 A System for Marker-Less Human Motion Estimation
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    Chapter 30 A Fast Algorithm for Statistically Optimized Orientation Estimation
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    Chapter 31 A Direct Method for Real-Time Tracking in 3-D Under Variable Illumination
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    Chapter 32 Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization
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    Chapter 33 Spiders as Robust Point Descriptors
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    Chapter 34 A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms
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    Chapter 35 Bayesian Method for Motion Segmentation and Tracking in Compressed Videos
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    Chapter 36 Nonlinear Body Pose Estimation from Depth Images
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    Chapter 37 Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort
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    Chapter 38 Rapid Online Learning of Objects in a Biologically Motivated Recognition Architecture
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    Chapter 39 Semidefinite Clustering for Image Segmentation with A-priori Knowledge
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    Chapter 40 Separable Linear Discriminant Classification
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    Chapter 41 Improving a Discriminative Approach to Object Recognition Using Image Patches
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    Chapter 42 Comparison of Multiclass SVM Decomposition Schemes for Visual Object Recognition
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    Chapter 43 Shape Priors and Online Appearance Learning for Variational Segmentation and Object Recognition in Static Scenes
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    Chapter 44 Over-Complete Wavelet Approximation of a Support Vector Machine for Efficient Classification
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    Chapter 45 Regularization on Discrete Spaces
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    Chapter 46 Recognition of 3D Objects by Learning from Correspondences in a Sequence of Unlabeled Training Images
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    Chapter 47 Self-learning Segmentation and Classification of Cell-Nuclei in 3D Volumetric Data Using Voxel-Wise Gray Scale Invariants
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    Chapter 48 License Plate Character Segmentation Using Hidden Markov Chains
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    Chapter 49 Digital Subtraction CT Lung Perfusion Image Based on 3D Affine Registration
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    Chapter 50 Combination of Tangent Distance and an Image Distortion Model for Appearance-Based Sign Language Recognition
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    Chapter 51 Volumetric Analysis of a Sinter Process in Time
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    Chapter 52 Network Snakes-Supported Extraction of Field Boundaries from Imagery
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    Chapter 53 Structure Features for Content-Based Image Retrieval
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    Chapter 54 Blind Background Subtraction in Dental Panoramic X-Ray Images: An Application Approach
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    Chapter 55 Robust Head Detection and Tracking in Cluttered Workshop Environments Using GMM
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    Chapter 56 Stability and Local Feature Enhancement of Higher Order Nonlinear Diffusion Filtering
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    Chapter 57 Estimation of Geometric Entities and Operators from Uncertain Data
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    Chapter 58 Wiener Channel Smoothing: Robust Wiener Filtering of Images
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    Chapter 59 Signal and Noise Adapted Filters for Differential Motion Estimation
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    Chapter 60 Variational Deblurring of Images with Uncertain and Spatially Variant Blurs
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    Chapter 61 Energy Tensors: Quadratic, Phase Invariant Image Operators
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    Chapter 62 Object Categorization and the Need for Many-to-Many Matching
Overall attention for this book and its chapters
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Mentioned by

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3 patents

Citations

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Readers on

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8 Mendeley
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Title
Pattern Recognition
Published by
Springer Berlin Heidelberg, September 2005
DOI 10.1007/11550518
ISBNs
978-3-54-028703-2, 978-3-54-031942-9
Editors

Kropatsch, Walter G., Sablatnig, Robert, Hanbury, Allan

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 50%
Student > Ph. D. Student 2 25%
Student > Bachelor 1 13%
Unknown 1 13%
Readers by discipline Count As %
Computer Science 3 38%
Engineering 2 25%
Chemistry 1 13%
Veterinary Science and Veterinary Medicine 1 13%
Unknown 1 13%