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Pattern Recognition

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Cover of 'Pattern Recognition'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm
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    Chapter 2 Introducing More Physics into Variational Depth–from–Defocus
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    Chapter 3 Pattern Recognition
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    Chapter 4 Semi-Global Matching: A Principled Derivation in Terms of Message Passing
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    Chapter 5 Submap-Based Bundle Adjustment for 3D Reconstruction from RGB-D Data
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    Chapter 6 A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering
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    Chapter 7 Information Bottleneck for Pathway-Centric Gene Expression Analysis
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    Chapter 8 Convolutional Decision Trees for Feature Learning and Segmentation
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    Chapter 9 A Deep Variational Model for Image Segmentation
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    Chapter 10 Robust PCA: Optimization of the Robust Reconstruction Error Over the Stiefel Manifold
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    Chapter 11 An $$\mathcal {O}(n \log n)$$ Cutting Plane Algorithm for Structured Output Ranking
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    Chapter 12 Exemplar-Specific Patch Features for Fine-Grained Recognition
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    Chapter 13 Motion Segmentation with Weak Labeling Priors
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    Chapter 14 Object-Level Priors for Stixel Generation
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    Chapter 15 Coherent Multi-sentence Video Description with Variable Level of Detail
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    Chapter 16 Asymmetric Cuts: Joint Image Labeling and Partitioning
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    Chapter 17 Mind the Gap: Modeling Local and Global Context in (Road) Networks
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    Chapter 18 Guided Image Super-Resolution: A New Technique for Photogeometric Super-Resolution in Hybrid 3-D Range Imaging
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    Chapter 19 Image Descriptors Based on Curvature Histograms
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    Chapter 20 Test-Time Adaptation for 3D Human Pose Estimation
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    Chapter 21 Efficient Multiple People Tracking Using Minimum Cost Arborescences
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    Chapter 22 Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient Points
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    Chapter 23 Flow and Color Inpainting for Video Completion
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    Chapter 24 Spatial and Temporal Interpolation of Multi-view Image Sequences
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    Chapter 25 Pose Normalization for Eye Gaze Estimation and Facial Attribute Description from Still Images
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    Chapter 26 Probabilistic Progress Bars
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    Chapter 27 Wide Base Stereo with Fisheye Optics: A Robust Approach for 3D Reconstruction in Driving Assistance
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    Chapter 28 Detection and Segmentation of Clustered Objects by Using Iterative Classification, Segmentation, and Gaussian Mixture Models and Application to Wood Log Detection
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    Chapter 29 Tracking-Based Visibility Estimation
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    Chapter 30 Predicting the Influence of Additional Training Data on Classification Performance for Imbalanced Data
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    Chapter 31 Signal/Background Classification of Time Series for Biological Virus Detection
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    Chapter 32 Efficient Hierarchical Triplet Merging for Camera Pose Estimation
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    Chapter 33 Lens-Based Depth Estimation for Multi-focus Plenoptic Cameras
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    Chapter 34 Efficient Metropolis-Hasting Image Analysis for the Location of Vascular Entity
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    Chapter 35 Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction
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    Chapter 36 Encoding Spatial Arrangements of Visual Words for Rotation-Invariant Image Classification
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    Chapter 37 Accurate Detection in Volumetric Images Using Elastic Registration Based Validation
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    Chapter 38 A Human Factors Study of Graphical Passwords Using Biometrics
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    Chapter 39 Pedestrian Orientation Estimation
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    Chapter 40 Distance-Based Descriptors and Their Application in the Task of Object Detection
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    Chapter 41 Pattern Recognition
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    Chapter 42 Graph-Based and Variational Minimization of Statistical Cost Functionals for 3D Segmentation of Aortic Dissections
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    Chapter 43 Mask-Specific Inpainting with Deep Neural Networks
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    Chapter 44 Detection of Clustered Objects in Sparse Point Clouds Through 2D Classification and Quadric Filtering
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    Chapter 45 On the Second Order Statistics of Essential Matrix Elements
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    Chapter 46 Geometric Reasoning for Uncertain Observations of Man-Made Structures
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    Chapter 47 Locality Sensitive Hashing Using GMM
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    Chapter 48 Coded Aperture Flow
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    Chapter 49 Kernel Density Estimation for Post Recognition Score Analysis
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    Chapter 50 Recognizing Scene Categories of Historical Postcards
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    Chapter 51 A Stochastic Late Fusion Approach to Human Action Recognition in Unconstrained Images and Videos
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    Chapter 52 A Dense Pipeline for 3D Reconstruction from Image Sequences
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    Chapter 53 Active Online Learning for Interactive Segmentation Using Sparse Gaussian Processes
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    Chapter 54 Multi-view Tracking of Multiple Targets with Dynamic Cameras
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    Chapter 55 Pattern Recognition
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    Chapter 56 Fine-Grained Activity Recognition with Holistic and Pose Based Features
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    Chapter 57 Obtaining 2D Surface Characteristics from Specular Surfaces
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    Chapter 58 Learning Must-Link Constraints for Video Segmentation Based on Spectral Clustering
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    Chapter 59 Automatic 3D Reconstruction of Indoor Manhattan World Scenes Using Kinect Depth Data
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    Chapter 60 Can Cosegmentation Improve the Object Detection Quality?
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    Chapter 61 Multi-atlas Based Segmentation of Corpus Callosum on MRIs of Multiple Sclerosis Patients
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    Chapter 62 Committees of Deep Feedforward Networks Trained with Few Data
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    Chapter 63 Gas Bubble Shape Measurement and Analysis
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    Chapter 64 Scene Segmentation in Adverse Vision Conditions
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    Chapter 65 Learning Multi-scale Representations for Material Classification
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    Chapter 66 Casting Random Forests as Artificial Neural Networks (and Profiting from It)
Attention for Chapter 24: Spatial and Temporal Interpolation of Multi-view Image Sequences
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Chapter title
Spatial and Temporal Interpolation of Multi-view Image Sequences
Chapter number 24
Book title
Pattern Recognition
Published by
Springer, Cham, September 2014
DOI 10.1007/978-3-319-11752-2_24
Book ISBNs
978-3-31-911751-5, 978-3-31-911752-2
Authors

Tobias Gurdan, Martin R. Oswald, Daniel Gurdan, Daniel Cremers

Mendeley readers

The data shown below were compiled from readership statistics for 22 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Israel 1 5%
Colombia 1 5%
Unknown 20 91%

Demographic breakdown

Readers by professional status Count As %
Researcher 7 32%
Student > Ph. D. Student 4 18%
Student > Master 3 14%
Student > Postgraduate 2 9%
Student > Bachelor 2 9%
Other 3 14%
Unknown 1 5%
Readers by discipline Count As %
Computer Science 14 64%
Engineering 6 27%
Unspecified 1 5%
Unknown 1 5%