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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
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    Chapter 106 An Effective Approach Based on a Subset of Skeleton Joints for Two-Person Interaction Recognition
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    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
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    Chapter 112 Improving Attitude Words Classification for Opinion Mining Using Word Embedding
Attention for Chapter 19: Outlier Detection for Line Matching
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Chapter title
Outlier Detection for Line Matching
Chapter number 19
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_19
Book ISBNs
978-3-03-013468-6, 978-3-03-013469-3
Authors

Roi Santos, Xose M. Pardo, Xose R. Fdez-Vidal, Santos, Roi, Pardo, Xose M., Fdez-Vidal, Xose R.

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Professor > Associate Professor 1 33%
Lecturer 1 33%
Other 1 33%
Readers by discipline Count As %
Computer Science 3 100%