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Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

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Cover of 'Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Evaluating Imputation Techniques for Missing Data in ADNI: A Patient Classification Study
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    Chapter 2 Genetic Prediction in Bovine Meat Production: Is Worth Integrating Bayesian and Machine Learning Approaches? a Comprenhensive Analysis
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    Chapter 3 Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method
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    Chapter 4 Inferring Leaf Blade Development from Examples
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    Chapter 5 Human Skin Segmentation Improved by Texture Energy Under Superpixels
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    Chapter 6 Integrative Functional Analysis Improves Information Retrieval in Breast Cancer
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    Chapter 7 Color Fractal Descriptors for Adaxial Epidermis Texture Classification
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    Chapter 8 A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors
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    Chapter 9 Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks
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    Chapter 10 A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF)
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    Chapter 11 Optimal and Linear F-Measure Classifiers Applied to Non-technical Losses Detection
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    Chapter 12 A Multimodal Approach for Percussion Music Transcription from Audio and Video
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    Chapter 13 Modeling Onset Spectral Features for Discrimination of Drum Sounds
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    Chapter 14 Classification of Basic Human Emotions from Electroencephalography Data
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    Chapter 15 A Non-parametric Approach to Detect Changes in Aerial Images
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    Chapter 16 A New Fingerprint Indexing Algorithm for Latent and Non-latent Impressions Identification
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    Chapter 17 Homogeneity Measure for Forensic Voice Comparison: A Step Forward Reliability
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    Chapter 18 On Multiview Analysis for Fingerprint Liveness Detection
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    Chapter 19 Online Signature Verification: Is the Whole Greater Than the Sum of the Parts?
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    Chapter 20 Fingerprint Matching Using a Geometric Subgraph Mining Approach
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    Chapter 21 Improving Writer Identification Through Writer Selection
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    Chapter 22 One-Shot 3D-Gradient Method Applied to Face Recognition
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    Chapter 23 Iris Texture Description Using Ordinal Co-occurrence Matrix Features
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    Chapter 24 Confounding Factors in Keystroke Dynamics
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    Chapter 25 Denoising Autoencoder for Iris Recognition in Noncooperative Environments
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    Chapter 26 A New Ridge-Features-Based Method for Fingerprint Image Quality Assessment
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    Chapter 27 A Computer Vision Approach for Automatic Measurement of the Inter-plant Spacing
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    Chapter 28 An EA-Based Method for Estimating the Fundamental Matrix
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    Chapter 29 Two Applications of RGB-D Descriptors in Computer Vision
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    Chapter 30 Fast and Accurate Gesture Recognition Based on Motion Shapes
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    Chapter 31 Recognition of Facial Expressions Based on Deep Conspicuous Net
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    Chapter 32 Facial Expression Recognition with Occlusions Based on Geometric Representation
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    Chapter 33 Automatic Eyes and Nose Detection Using Curvature Analysis
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    Chapter 34 A Novel Framework for Content-Based Image Retrieval Through Relevance Feedback Optimization
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    Chapter 35 Graph Fusion Using Global Descriptors for Image Retrieval
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    Chapter 36 Fisher Vectors for Leaf Image Classification: An Experimental Evaluation
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    Chapter 37 Hierarchical Combination of Semantic Visual Words for Image Classification and Clustering
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    Chapter 38 Kernel Combination Through Genetic Programming for Image Classification
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    Chapter 39 A Complex Network-Based Approach to the Analysis and Classification of Images
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    Chapter 40 Assessing the Distinctiveness and Representativeness of Visual Vocabularies
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    Chapter 41 A Scale Invariant Keypoint Detector Based on Visual and Geometrical Cues
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    Chapter 42 Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation
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    Chapter 43 Optimizing the Data Adaptive Dual Domain Denoising Algorithm
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    Chapter 44 Sub-Riemannian Fast Marching in SE(2)
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    Chapter 45 Re-ranking of the Merging Order for Hierarchical Image Segmentation
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    Chapter 46 A Novel Quality Image Fusion Assessment Based on Maximum Codispersion
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    Chapter 47 Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models
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    Chapter 48 Interleaved Quantization for Near-Lossless Image Coding
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    Chapter 49 Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach
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    Chapter 50 Iterative Gradient-Based Shift Estimation: To Multiscale or Not to Multiscale?
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    Chapter 51 A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices
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    Chapter 52 Multiscale Exemplar Based Texture Synthesis by Locally Gaussian Models
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    Chapter 53 Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar
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    Chapter 54 Shape Analysis Using Multiscale Hough Transform Statistics
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    Chapter 55 Inference Strategies for Texture Parameters
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    Chapter 56 Texture Characterization via Automatic Threshold Selection on Image-Generated Complex Network
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    Chapter 57 A RFM Pattern Recognition System Invariant to Rotation, Scale and Translation
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    Chapter 58 Texture Analysis by Bag-Of-Visual-Words of Complex Networks
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    Chapter 59 Bregman Divergence Applied to Hierarchical Segmentation Problems
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    Chapter 60 SALSA – A Simple Automatic Lung Segmentation Algorithm
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    Chapter 61 Segmentation of Urban Impervious Surface Using Cellular Neural Networks
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    Chapter 62 Adaptive Training for Robust Spoken Language Understanding
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    Chapter 63 The Effect of Innovation Assumptions on Asymmetric GARCH Models for Volatility Forecasting
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    Chapter 64 Blind Spectrum Sensing Based on Cyclostationary Feature Detection
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    Chapter 65 Language Identification Using Spectrogram Texture
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    Chapter 66 Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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    Chapter 67 EEG Signal Pre-Processing for the P300 Speller
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    Chapter 68 Audio-Visual Speech Recognition Scheme Based on Wavelets and Random Forests Classification
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    Chapter 69 Fall Detection Algorithm Based on Thresholds and Residual Events
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    Chapter 70 Digital Filter Design with Time Constraints Based on Calculus of Variations
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    Chapter 71 Discriminative Training for Convolved Multiple-Output Gaussian Processes
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    Chapter 72 Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic $$-K$$ Mechanism
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    Chapter 73 Local Entropies for Kernel Selection and Outlier Detection in Functional Data
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    Chapter 74 Improving Optimum-Path Forest Classification Using Confidence Measures
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    Chapter 75 Multiple Kernel Learning for Spectral Dimensionality Reduction
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    Chapter 76 Indian Buffet Process for Model Selection in Latent Force Models
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    Chapter 77 SPaR-FTR: An Efficient Algorithm for Mining Sequential Patterns-Based Rules
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    Chapter 78 Online Kernel Matrix Factorization
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    Chapter 79 From Local to Global Communities in Large Networks Through Consensus
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    Chapter 80 A Feature Selection Approach for Evaluate the Inference of GRNs Through Biological Data Integration - A Case Study on A. Thaliana
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    Chapter 81 Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization
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    Chapter 82 Fine-Tuning Convolutional Neural Networks Using Harmony Search
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    Chapter 83 Genetic Sampling k-means for Clustering Large Data Sets
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    Chapter 84 Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain
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    Chapter 85 Improving the Accuracy of the Sequential Patterns-Based Classifiers
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    Chapter 86 A Mixed Learning Strategy for Finding Typical Testors in Large Datasets
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    Chapter 87 A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning
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    Chapter 88 Supervised Video Genre Classification Using Optimum-Path Forest
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    Chapter 89 Annotating and Retrieving Videos of Human Actions Using Matrix Factorization
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    Chapter 90 Recognition of Non-pedestrian Human Forms Through Locally Weighted Descriptors
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    Chapter 91 Automatic Video Summarization Using the Optimum-Path Forest Unsupervised Classifier
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    Chapter 92 A Shuffled Complex Evolution Algorithm For the Multidimensional Knapsack Problem
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    Chapter 93 Pedestrian Detection Using Multi-Objective Optimization
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Title
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published by
Springer, Cham, October 2015
DOI 10.1007/978-3-319-25751-8
ISBNs
978-3-31-925750-1, 978-3-31-925751-8
Editors

Alvaro Pardo, Josef Kittler

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The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 20 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 20 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 8 40%
Student > Ph. D. Student 4 20%
Other 1 5%
Lecturer 1 5%
Student > Doctoral Student 1 5%
Other 2 10%
Unknown 3 15%
Readers by discipline Count As %
Computer Science 9 45%
Engineering 3 15%
Biochemistry, Genetics and Molecular Biology 2 10%
Chemistry 1 5%
Environmental Science 1 5%
Other 0 0%
Unknown 4 20%