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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
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    Chapter 1 Large Scale Learning Techniques for Least Squares Support Vector Machines
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    Chapter 2 An Automatic Approximate Bayesian Computation Approach Using Metric Learning
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    Chapter 3 Generative Models for Deep Learning with Very Scarce Data
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    Chapter 4 Data Augmentation via Variational Auto-Encoders
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    Chapter 5 LSTM-Based Multi-scale Model for Wind Speed Forecasting
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    Chapter 6 Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays Datasets
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    Chapter 7 A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM
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    Chapter 8 Improving Regression Models by Dissimilarity Representation of Bio-chemical Data
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    Chapter 9 A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping
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    Chapter 10 Analytical Comparison of Histogram Distance Measures
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    Chapter 11 Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous
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    Chapter 12 Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers
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    Chapter 13 Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations
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    Chapter 14 Color Classification Methods for Perennial Weed Detection in Cereal Crops
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    Chapter 15 Hierarchical Graph-Based Segmentation in Detection of Object-Related Regions
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    Chapter 16 Dealing with Heterogeneous Google Earth Images on Building Area Detection Task
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    Chapter 17 Evaluation of Scale-Aware Realignments of Hierarchical Image Segmentation
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    Chapter 18 3D SfM as a Measuring Technique for Human Body Transformation
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    Chapter 19 Outlier Detection for Line Matching
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    Chapter 20 Detection of Small Portions of Water in VIS-NIR Images Acquired by UAVs
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    Chapter 21 Predicting City Safety Perception Based on Visual Image Content
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    Chapter 22 Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning
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    Chapter 23 An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification
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    Chapter 24 Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of Dependence
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    Chapter 25 Boosting Collaborative Filters for Drug-Target Interaction Prediction
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    Chapter 26 Fast Adapting Mixture Parameters Schemes for Probability Density Difference-Based Deformable Model
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    Chapter 27 Optimal Stochastic Excitation for Linear Flaw Detection in a Solid Material
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    Chapter 28 Computing Anomaly Score Threshold with Autoencoders Pipeline
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    Chapter 29 Generating Random Variates via Kernel Density Estimation and Radial Basis Function Based Neural Networks
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    Chapter 30 Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests Classification
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    Chapter 31 Space Efficient Incremental Betweenness Algorithm for Directed Graphs
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    Chapter 32 Confusion Matrix-Based Building of Hierarchical Classification
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    Chapter 33 Information Potential Variability for Hyperparameter Selection in the MMD Distance
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    Chapter 34 A Fuzzy Classifier for Data Streams with Infinitely Delayed Labels
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    Chapter 35 Generalized Multitarget Linear Regression with Output Dependence Estimation
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    Chapter 36 A New Weighted k-Nearest Neighbor Algorithm Based on Newton’s Gravitational Force
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    Chapter 37 Towards Hierarchical Classification of Data Streams
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    Chapter 38 Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation
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    Chapter 39 Superpixel Segmentation by Object-Based Iterative Spanning Forest
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    Chapter 40 Frequency Analysis of Topological Projections onto Klein Bottle for Texture Characterization
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    Chapter 41 Singular Patterns in Optical Flows as Dynamic Texture Descriptors
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    Chapter 42 Efficient Unsupervised Image Segmentation by Optimum Cuts in Graphs
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    Chapter 43 Dirichlet Series in Complex Network Modeling of Texture Images
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    Chapter 44 Detection of Vertices in Sketched Drawings of Polyhedral Shapes
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    Chapter 45 A Note on the Phase Congruence Method in Image Analysis
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    Chapter 46 An Efficient CBIR System for High Resolution Remote Sensing Images
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    Chapter 47 Experimental Analysis of Measurements Fusion for Pose Estimation Using PMD Sensor
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    Chapter 48 Automated Colony Counter for Single Plate Serial Dilution Spotting
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    Chapter 49 Image Inpainting Based on Local Patch Search Supported by Image Segmentation
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    Chapter 50 Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications
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    Chapter 51 Deterministic Partially Self-avoiding Walks on Networks for Natural Shapes Classification
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    Chapter 52 Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions
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    Chapter 53 Logarithmic Mathematical Morphology: A New Framework Adaptive to Illumination Changes
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    Chapter 54 FqSD: Full-Quaternion Saliency Detection in Images
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    Chapter 55 Graph-Based Image Segmentation Using Dynamic Trees
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    Chapter 56 Radial Textures: A New Approach to Analyze Meat Quality by Using MRI
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    Chapter 57 An Enhanced Sequential Search Feature Selection Based on mRMR to Support FCD Localization
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    Chapter 58 Automated Identification and Classification of Diatoms from Water Resources
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    Chapter 59 Novel Scene Recognition Using TrainDetector
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    Chapter 60 PointNet Evaluation for On-Road Object Detection Using a Multi-resolution Conditioning
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    Chapter 61 Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors
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    Chapter 62 Object Detection on Base of Modified Convolutional Network
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    Chapter 63 Robust Fourier-Based Checkerboard Corner Detection for Camera Calibration
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    Chapter 64 Spatiotemporal CNNs for Pornography Detection in Videos
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    Chapter 65 Nose Based Rigid Face Tracking
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    Chapter 66 On Combining Face Local Appearance and Geometrical Features for Race Classification
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    Chapter 67 Facial Landmarks Detection Using a Cascade of Recombinator Networks
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    Chapter 68 Measuring the Gender and Ethnicity Bias in Deep Models for Face Recognition
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    Chapter 69 3D Face Recognition with Reconstructed Faces from a Collection of 2D Images
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    Chapter 70 Comparison of Angle and Size Features with Deep Learning for Emotion Recognition
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    Chapter 71 Fast and Accurate Person Re-identification with Xception Conv-Net and C2F
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    Chapter 72 A Novel Multi-purpose Deep Architecture for Facial Attribute and Emotion Understanding
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    Chapter 73 Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction?
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    Chapter 74 Fingerprint Image Quality Assessment Based on Oriented Pattern Analysis
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    Chapter 75 Towards End-to-End DNN-Based Identification of Individual Manta Rays from Sparse Imagery
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    Chapter 76 Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification
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    Chapter 77 Recognition of Genetic Disorders Based on Deep Features and Geometric Representation
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    Chapter 78 Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation
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    Chapter 79 End-to-End Ovarian Structures Segmentation
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    Chapter 80 Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images
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    Chapter 81 Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination
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    Chapter 82 Improving Ensemble Averaging by Epoch Detrending in Evoked Potentials
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    Chapter 83 Color Features Extraction and Classification of Digital Images of Erythrocytes Infected by Plasmodium berghei
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    Chapter 84 Automated Pneumothorax Diagnosis Using Deep Neural Networks
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    Chapter 85 Classification of Melanoma Images with Fisher Vectors and Deep Learning
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    Chapter 86 Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines
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    Chapter 87 Interactive Border Contour with Automatic Tracking Algorithm Selection for Medical Images
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    Chapter 88 Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks
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    Chapter 89 An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering
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    Chapter 90 Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization
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    Chapter 91 Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules
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    Chapter 92 Reconstructed Phase Space and Convolutional Neural Networks for Classifying Voice Pathologies
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    Chapter 93 QRS Detection in ECG Signal with Convolutional Network
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    Chapter 94 Gender Effects on an EEG-Based Emotion Level Classification System
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    Chapter 95 EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems
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    Chapter 96 Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data
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    Chapter 97 Emotion Recognition with Ensemble Using mRMR-Based Feature Selection
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    Chapter 98 Regularization for Graph-Based Transfer Learning Text Classification
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    Chapter 99 Math Formula Script and Type Identification and Recognition
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    Chapter 100 Evaluating AdaBoost for Plagiarism Detection
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    Chapter 101 Predicting Academic-Challenge Success
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    Chapter 102 Visual Semantic Re-ranker for Text Spotting
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    Chapter 103 A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition
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    Chapter 104 Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach
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    Chapter 105 Using Image Processing Techniques and HD-EMG for Upper Limb Prosthesis Gesture Recognition
  107. Altmetric Badge
    Chapter 106 An Effective Approach Based on a Subset of Skeleton Joints for Two-Person Interaction Recognition
  108. Altmetric Badge
    Chapter 107 Evaluating Deep Models for Dynamic Brazilian Sign Language Recognition
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    Chapter 108 A DTW-Based Representation to Support Static Sign Language Recognition from Binary Images
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    Chapter 109 Human Activity Recognition Using Multi-modal Data Fusion
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    Chapter 110 Using Scene Context to Improve Action Recognition
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    Chapter 111 Empirical Evaluation of the BCOC Method on Multi-Domain Sentiment Analysis Data Sets
  113. Altmetric Badge
    Chapter 112 Improving Attitude Words Classification for Opinion Mining Using Word Embedding
Attention for Chapter 66: On Combining Face Local Appearance and Geometrical Features for Race Classification
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Chapter title
On Combining Face Local Appearance and Geometrical Features for Race Classification
Chapter number 66
Book title
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published by
Springer, Cham, November 2018
DOI 10.1007/978-3-030-13469-3_66
Book ISBNs
978-3-03-013468-6, 978-3-03-013469-3
Authors

Fabiola Becerra-Riera, Nelson Méndez Llanes, Annette Morales-González, Heydi Méndez-Vázquez, Massimo Tistarelli, Becerra-Riera, Fabiola, Llanes, Nelson Méndez, Morales-González, Annette, Méndez-Vázquez, Heydi, Tistarelli, Massimo

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 40%
Unspecified 1 20%
Researcher 1 20%
Unknown 1 20%
Readers by discipline Count As %
Computer Science 2 40%
Unspecified 1 20%
Unknown 2 40%