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

Table of Contents

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   Book Overview
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   Chapter 1 A Citation k-NN Approach for Facial Expression Recognition
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   Chapter 2 Mining Generalized Closed Patterns from Multi-graph Collections
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   Chapter 3 Edge Detection Based on Digital Shape Elongation Measure
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   Chapter 4 Mining the Criminal Data of Rio de Janeiro: Analyzing the Impact of the Pacifying Police Units Deployment
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   Chapter 5 Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study
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   Chapter 6 Benchmarking Head Pose Estimation in-the-Wild
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   Chapter 7 Forensic Document Examination: Who Is the Writer?
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   Chapter 8 Traversability Cost Identification of Dynamic Environments Using Recurrent High Order Neural Networks for Robot Navigation
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    Chapter 9 Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors
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    Chapter 10 Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments
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    Chapter 11 A Multilabel Extension of LDA Based on the Gram-Schmidt Orthogonalization Procedure
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    Chapter 12 Linear Modelling of Cerebral Autoregulation System Using Genetic Algorithms
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    Chapter 13 Knowledge Transfer for Writer Identification
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    Chapter 14 Real-Time Brand Logo Recognition
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    Chapter 15 Retinal Vessels Segmentation Based on a Convolutional Neural Network
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    Chapter 16 DNLM-IIFFT: An Implementation of the Deceived Non Local Means Filter Using Integral Images and the Fast Fourier Transform for a Reduced Computational Cost
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    Chapter 17 Utilizing Deep Learning and 3DLBP for 3D Face Recognition
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    Chapter 18 Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction
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    Chapter 19 Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases
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    Chapter 20 Non-dermatoscopic Image Analysis for the Recognition of Malignant Skin Diseases with Convolutional Neural Network and Autoencoders
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    Chapter 21 Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields
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    Chapter 22 Improving the Classification of Volcanic Seismic Events Extracting New Seismic and Speech Features
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    Chapter 23 An Automatic System for Computing Malaria Parasite Density in Thin Blood Films
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    Chapter 24 A Local Branching Heuristic for the Graph Edit Distance Problem
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    Chapter 25 Emotion Assessment by Variability-Based Ranking of Coherence Features from EEG
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    Chapter 26 Fusion of Deep Learning Descriptors for Gesture Recognition
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    Chapter 27 Ultimate Leveling Based on Mumford-Shah Energy Functional Applied to Plant Detection
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    Chapter 28 Sclera Segmentation in Face Images Using Image Foresting Transform
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    Chapter 29 Use of Machine Learning to Improve the Robustness of Spatial Estimation of Evapotranspiration
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    Chapter 30 Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators
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    Chapter 31 Sparse Hilbert Embedding-Based Statistical Inference of Stochastic Ecological Systems
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    Chapter 32 Fingerprint Presentation Attack Detection Method Based on a Bag-of-Words Approach
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    Chapter 33 Multi-objective Overlapping Community Detection by Global and Local Approaches
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    Chapter 34 Impulse Response Estimation of Linear Time-Invariant Systems Using Convolved Gaussian Processes and Laguerre Functions
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    Chapter 35 A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion Detection
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    Chapter 36 Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias
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    Chapter 37 Ultrasonic Assessment of Platelet-Rich Plasma by Digital Signal Processing Techniques
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    Chapter 38 3D Probabilistic Morphable Models for Brain Tumor Segmentation
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    Chapter 39 Multi Target Tracking Using Determinantal Point Processes
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    Chapter 40 Boosted Projection: An Ensemble of Transformation Models
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    Chapter 41 Full-Quaternion Color Correction in Images for Person Re-identification
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    Chapter 42 Long Short-Term Memory Networks Based in Echo State Networks for Wind Speed Forecasting
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    Chapter 43 On the Use of Pre-trained Neural Networks for Different Face Recognition Tasks
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    Chapter 44 Many-Objective Ensemble-Based Multilabel Classification
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    Chapter 45 Bio-Chemical Data Classification by Dissimilarity Representation and Template Selection
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    Chapter 46 Abnormal Event Detection in Video Using Motion and Appearance Information
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    Chapter 47 Efficient and Effective Face Frontalization for Face Recognition in the Wild
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    Chapter 48 Path-Gradient – A Theory of Computing Full Intensity-Transition Between Two Points
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    Chapter 49 A Robust Indoor Scene Recognition Method Based on Sparse Representation
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    Chapter 50 Deep Convolutional Neural Networks and Noisy Images
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    Chapter 51 Spiking Hough for Shape Recognition
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    Chapter 52 Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances
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    Chapter 53 Hand Posture Recognition Using Convolutional Neural Network
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    Chapter 54 On Semantic Solutions for Efficient Approximate Similarity Search on Large-Scale Datasets
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    Chapter 55 Self-organizing Maps for Motor Tasks Recognition from Electrical Brain Signals
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    Chapter 56 Semantic Segmentation of Color Eye Images for Improving Iris Segmentation
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    Chapter 57 A Single-Step 2D Thinning Scheme with Deletion of P-Simple Points
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    Chapter 58 Non Local Means Image Filtering Using Clustering
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    Chapter 59 Neural Networks for the Reconstruction and Separation of High Energy Particles in a Preshower Calorimeter
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    Chapter 60 Noisy Character Recognition Using Deep Convolutional Neural Networks
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    Chapter 61 A Flexible Framework for the Evaluation of Unsupervised Image Annotation
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    Chapter 62 Unsupervised Local Regressive Attributes for Pedestrian Re-identification
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    Chapter 63 A Deep Boltzmann Machine-Based Approach for Robust Image Denoising
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    Chapter 64 Discovering Bitcoin Mixing Using Anomaly Detection
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    Chapter 65 A Scale-Space Approach for Multiscale Shape Analysis
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    Chapter 66 An Unsupervised Approach for Eye Sclera Segmentation
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    Chapter 67 An Approach to Clustering Using the Expectation-Maximization and Selection of Attributes ReliefF Applied to Water Treatment Plants process
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    Chapter 68 A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering
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    Chapter 69 Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures
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    Chapter 70 Class Confusability Reduction in Audio-Visual Speech Recognition Using Random Forests
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    Chapter 71 Exploring Image Bit Planes for Video Shot Boundary Detection
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    Chapter 72 Convolutional Network for EEG-Based Biometric
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    Chapter 73 Skeleton Pruning Based on Elongation and Size of Object’s Limbs and Boundary’s Convexities
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    Chapter 74 Volume Rendering by Stochastic Neighbor Embedding-Based 2D Transfer Function Building
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    Chapter 75 Text Localization in Born-Digital Images of Advertisements
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    Chapter 76 Deep Learning Techniques Applied to the Cattle Brand Recognition
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    Chapter 77 Efficient Transfer Learning for Robust Face Spoofing Detection
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    Chapter 78 A Kernel-Based Optimum-Path Forest Classifier
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    Chapter 79 A Possibilistic c-means Clustering Model with Cluster Size Estimation
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    Chapter 80 Randomized Neural Network Based Signature for Classification of Titanium Alloy Microstructures
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    Chapter 81 Pap-smear Image Classification Using Randomized Neural Network Based Signature
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    Chapter 82 Estimation of Pedestrian Height Using Uncalibrated Cameras
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    Chapter 83 Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation
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    Chapter 84 Ultrasonic Backscatter Signal Processing Technique for the Characterization of Animal Lymph Node
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    Chapter 85 A Distributed Shared Nearest Neighbors Clustering Algorithm
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    Chapter 86 Automatic Classification of Optical Defects of Mirrors from Ronchigram Images Using Bag of Visual Words and Support Vector Machines