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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 Predictive Discretization During Model Selection
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    Chapter 2 Adaptive Feature Selection in Image Segmentation
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    Chapter 3 Semi-supervised Kernel Regression Using Whitened Function Classes
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    Chapter 4 Fast Monocular Bayesian Detection of Independently Moving Objects by a Moving Observer
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    Chapter 5 Kernel Density Estimation and Intrinsic Alignment for Knowledge-Driven Segmentation: Teaching Level Sets to Walk
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    Chapter 6 3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video
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    Chapter 7 Efficient Approximations for Support Vector Machines in Object Detection
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    Chapter 8 Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
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    Chapter 9 Differential Analysis of Two Model-Based Vehicle Tracking Approaches
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    Chapter 10 Efficient Computation of Optical Flow Using the Census Transform
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    Chapter 11 Hybrid Model-Based Estimation of Multiple Non-dominant Motions
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    Chapter 12 A Model of Motion, Stereo, and Monocular Depth Perception
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    Chapter 13 POI Detection Using Channel Clustering and the 2D Energy Tensor
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    Chapter 14 3D Segmentation and Quantification of Human Vessels Based on a New 3D Parametric Intensity Model
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    Chapter 15 Hierarchical Image Segmentation Based on Semidefinite Programming
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    Chapter 16 Fast Random Sample Matching of 3d Fragments
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    Chapter 17 Invariants for Discrete Structures – An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions
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    Chapter 18 Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search
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    Chapter 19 Pixel-to-Pixel Matching for Image Recognition Using Hungarian Graph Matching
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    Chapter 20 Estimation of Multiple Orientations at Corners and Junctions
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    Chapter 21 Phase Based Image Reconstruction in the Monogenic Scale Space
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    Chapter 22 Synthesizing Movements for Computer Game Characters
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    Chapter 23 MinOver Revisited for Incremental Support-Vector-Classification
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    Chapter 24 A Semantic Typicality Measure for Natural Scene Categorization
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    Chapter 25 Tunable Nearest Neighbor Classifier
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    Chapter 26 SVM-Based Feature Selection by Direct Objective Minimisation
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    Chapter 27 Learning with Distance Substitution Kernels
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    Chapter 28 Features for Image Retrieval: A Quantitative Comparison
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    Chapter 29 Learning from Labeled and Unlabeled Data Using Random Walks
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    Chapter 30 Learning Depth from Stereo
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    Chapter 31 Learning to Find Graph Pre-images
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    Chapter 32 Multivariate Regression via Stiefel Manifold Constraints
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    Chapter 33 Hilbertian Metrics on Probability Measures and Their Application in SVM’s
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    Chapter 34 Shape from Shading Under Coplanar Light Sources
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    Chapter 35 Pose Estimation for Multi-camera Systems
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    Chapter 36 Silhouette Based Human Motion Estimation
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    Chapter 37 Cooperative Optimization for Energy Minimization in Computer Vision: A Case Study of Stereo Matching
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    Chapter 38 Building a Motion Resolution Pyramid by Combining Velocity Distributions
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    Chapter 39 A Stratified Self-Calibration Method for a Stereo Rig in Planar Motion with Varying Intrinsic Parameters
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    Chapter 40 Efficient Feature Tracking for Long Video Sequences
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    Chapter 41 Recognition of Deictic Gestures with Context
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    Chapter 42 Mosaics from Arbitrary Stereo Video Sequences
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    Chapter 43 Accurate and Efficient Approximation of the Continuous Gaussian Scale-Space
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    Chapter 44 Multi-step Entropy Based Sensor Control for Visual Object Tracking
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    Chapter 45 Spatio–temporal Segmentation Using Laserscanner and Video Sequences
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    Chapter 46 Fast Statistically Geometric Reasoning About Uncertain Line Segments in 2D- and 3D-Space
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    Chapter 47 A Statistical Measure for Evaluating Regions-of-Interest Based Attention Algorithms
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    Chapter 48 Modelling Spikes with Mixtures of Factor Analysers
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    Chapter 49 An Algorithm for Fast Pattern Recognition with Random Spikes
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    Chapter 50 The Perceptual Influence of Spatiotemporal Noise on the Reconstruction of Shape from Dynamic Occlusion
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    Chapter 51 Level Set Based Image Segmentation with Multiple Regions
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    Chapter 52 CVPIC Colour/Shape Histograms for Compressed Domain Image Retrieval
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    Chapter 53 The Redundancy Pyramid and Its Application to Segmentation on an Image Sequence
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    Chapter 54 A Higher Order MRF-Model for Stereo-Reconstruction
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    Chapter 55 Adaptive Computer Vision: Online Learning for Object Recognition
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    Chapter 56 Robust Pose Estimation for Arbitrary Objects in Complex Scenes
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    Chapter 57 Vectorization-Free Reconstruction of 3D CAD Models from Paper Drawings
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    Chapter 58 Globally Consistent 3-D Reconstruction by Utilizing Loops in Camera Movement
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    Chapter 59 A Probabilistic Framework for Robust and Accurate Matching of Point Clouds
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    Chapter 60 Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit
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    Chapter 61 Lesion Preserving Image Registration with Applications to Human Brains
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    Chapter 62 Snake-Aided Automatic Organ Delineation
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    Chapter 63 Practical Gaze Point Detecting System
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    Chapter 64 Using Pattern Recognition for Self-Localization in Semiconductor Manufacturing Systems
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    Chapter 65 Feature and Viewpoint Selection for Industrial Car Assembly
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    Chapter 66 Automating Microscope Colour Image Analysis Using the Expectation Maximisation Algorithm
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    Chapter 67 Camera Orientation of Mars Express Using DTM Information
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    Chapter 68 Detection and Classification of Gateways for the Acquisition of Structured Robot Maps
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    Chapter 69 Real Time High Speed Measurement of Photogrammetric Targets
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    Chapter 70 A Simple New Method for Precise Lens Distortion Correction of Low Cost Camera Systems
Overall attention for this book and its chapters
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Mentioned by

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5 patents

Citations

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19 Mendeley
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Title
Pattern Recognition
Published by
Springer Berlin Heidelberg, August 2004
DOI 10.1007/b99676
ISBNs
978-3-54-022945-2, 978-3-54-028649-3
Editors

Rasmussen, Carl Edward, Bülthoff, Heinrich H., Schölkopf, Bernhard, Giese, Martin A.

Mendeley readers

The data shown below were compiled from readership statistics for 19 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 19 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 5%
Researcher 1 5%
Student > Postgraduate 1 5%
Unknown 16 84%
Readers by discipline Count As %
Computer Science 2 11%
Physics and Astronomy 1 5%
Unknown 16 84%