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

Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays Datasets

Pages 46-54

Reyes-Nava, A. (et al.)

A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM

Pages 55-63

Jimenez, C. (et al.)

Improving Regression Models by Dissimilarity Representation of Bio-chemical Data

Pages 64-71

Silva-Mata, Francisco Jose (et al.)

A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping

Pages 72-80

Ferreira, Edemir (et al.)

Analytical Comparison of Histogram Distance Measures

Pages 81-90

Forero, Manuel G. (et al.)

Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous

Pages 91-99

González, Julián Gil (et al.)

Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers

Pages 100-108

Collazos-Huertas, Diego (et al.)

Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations

Pages 109-116

Almeida, Raquel (et al.)

Color Classification Methods for Perennial Weed Detection in Cereal Crops

Pages 117-123

Forero, Manuel G. (et al.)

Hierarchical Graph-Based Segmentation in Detection of Object-Related Regions

Pages 124-132

Ribeiro, Rafael Machado (et al.)

Dealing with Heterogeneous Google Earth Images on Building Area Detection Task

Pages 133-140

Almeida, Cassio (et al.)

Evaluation of Scale-Aware Realignments of Hierarchical Image Segmentation

Pages 141-149

Adão, Milena M. (et al.)

3D SfM as a Measuring Technique for Human Body Transformation

Pages 150-158

Marro, Alessandro (et al.)

Outlier Detection for Line Matching

Pages 159-167

Santos, Roi (et al.)

Detection of Small Portions of Water in VIS-NIR Images Acquired by UAVs

Pages 168-176

Bravo, Daniel Trevisan (et al.)

Predicting City Safety Perception Based on Visual Image Content

Pages 177-185

Acosta, Sergio F. (et al.)

Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning

Pages 186-193

Pulgarin-Giraldo, Juan Diego (et al.)

An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification

Pages 194-202

Campos, Sergio (et al.)

Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of Dependence

Pages 203-211

Rivas, Ariam (et al.)

Boosting Collaborative Filters for Drug-Target Interaction Prediction

Pages 212-220

Orellana M., Cristian (et al.)

Fast Adapting Mixture Parameters Schemes for Probability Density Difference-Based Deformable Model

Pages 221-228

Goumeidane, Aicha Baya (et al.)

Optimal Stochastic Excitation for Linear Flaw Detection in a Solid Material

Pages 229-236

Houhat, Nesrine (et al.)

Computing Anomaly Score Threshold with Autoencoders Pipeline

Pages 237-244

Fernández-Saúco, Igr Alexánder (et al.)

Generating Random Variates via Kernel Density Estimation and Radial Basis Function Based Neural Networks

Pages 245-252

Candia-García, Cristian (et al.)

Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests Classification

Pages 253-261

Ruiz, Adrian T. (et al.)

Space Efficient Incremental Betweenness Algorithm for Directed Graphs

Pages 262-270

Gil-Pons, Reynaldo

Confusion Matrix-Based Building of Hierarchical Classification

Pages 271-278

Cavalin, Paulo (et al.)

Information Potential Variability for Hyperparameter Selection in the MMD Distance

Pages 279-286

Valencia, Cristhian K. (et al.)

A Fuzzy Classifier for Data Streams with Infinitely Delayed Labels

Pages 287-295

Silva, Tiago Pinho (et al.)

Generalized Multitarget Linear Regression with Output Dependence Estimation

Pages 296-304

Gonzalez, Hector (et al.)

A New Weighted k-Nearest Neighbor Algorithm Based on Newton’s Gravitational Force

Pages 305-313

Aguilera, Juan (et al.)

Towards Hierarchical Classification of Data Streams

Pages 314-322

Parmezan, Antonio Rafael Sabino (et al.)

Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation

Pages 325-333

Wang, Tinghuai (et al.)

Superpixel Segmentation by Object-Based Iterative Spanning Forest

Pages 334-341

Belém, Felipe (et al.)

Frequency Analysis of Topological Projections onto Klein Bottle for Texture Characterization

Pages 342-350

Ribeiro, Thiago Pirola (et al.)

Singular Patterns in Optical Flows as Dynamic Texture Descriptors

Pages 351-358

Couto, Leandro N. (et al.)

Efficient Unsupervised Image Segmentation by Optimum Cuts in Graphs

Pages 359-367

Bejar, Hans H. C. (et al.)

Dirichlet Series in Complex Network Modeling of Texture Images

Pages 368-375

Florindo, João Batista

Detection of Vertices in Sketched Drawings of Polyhedral Shapes

Pages 376-383

Company, Pedro (et al.)

A Note on the Phase Congruence Method in Image Analysis

Pages 384-391

Jacanamejoy, Carlos A. (et al.)

An Efficient CBIR System for High Resolution Remote Sensing Images

Pages 392-400

Bouteldja, Samia (et al.)

Experimental Analysis of Measurements Fusion for Pose Estimation Using PMD Sensor

Pages 401-409

Klionovska, Ksenia (et al.)

Automated Colony Counter for Single Plate Serial Dilution Spotting

Pages 410-418

Boukouvalas, Dimitria Theophanis (et al.)

Image Inpainting Based on Local Patch Search Supported by Image Segmentation

Pages 419-427

Carneiro, Sarah Almeida (et al.)

Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications

Pages 428-435

Sarrabezolles, Louise (et al.)

Deterministic Partially Self-avoiding Walks on Networks for Natural Shapes Classification

Pages 436-443

Ribas, Lucas C. (et al.)

Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions

Pages 444-452

Otiniano-Rodríguez, Karla (et al.)

Logarithmic Mathematical Morphology: A New Framework Adaptive to Illumination Changes

Pages 453-461

Noyel, Guillaume

FqSD: Full-Quaternion Saliency Detection in Images

Pages 462-469

Guerra, Reynolds León (et al.)

Graph-Based Image Segmentation Using Dynamic Trees

Pages 470-478

Bragantini, Jordão (et al.)

Radial Textures: A New Approach to Analyze Meat Quality by Using MRI

Pages 479-486

Caballero, Daniel (et al.)

An Enhanced Sequential Search Feature Selection Based on mRMR to Support FCD Localization

Pages 487-495

Castañeda-Gonzalez, J. (et al.)

Automated Identification and Classification of Diatoms from Water Resources

Pages 496-503

Libreros, Jose (et al.)

Novel Scene Recognition Using TrainDetector

Pages 504-512

Mambou, Sebastien (et al.)

PointNet Evaluation for On-Road Object Detection Using a Multi-resolution Conditioning

Pages 513-520

Pamplona, Jose (et al.)

Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors

Pages 521-529

Bastida, Javier Ortega (et al.)

Object Detection on Base of Modified Convolutional Network

Pages 530-537

Alexeev, Alexey (et al.)

Robust Fourier-Based Checkerboard Corner Detection for Camera Calibration

Pages 538-546

Spitschan, Benjamin (et al.)

Spatiotemporal CNNs for Pornography Detection in Videos

Pages 547-555

Silva, Murilo Varges (et al.)

Nose Based Rigid Face Tracking

Pages 556-563

e Silva, Luan P. (et al.)

On Combining Face Local Appearance and Geometrical Features for Race Classification

Pages 567-574

Becerra-Riera, Fabiola (et al.)

Facial Landmarks Detection Using a Cascade of Recombinator Networks

Pages 575-583

López, Pedro Diego (et al.)

Measuring the Gender and Ethnicity Bias in Deep Models for Face Recognition

Pages 584-593

Acien, Alejandro (et al.)

3D Face Recognition with Reconstructed Faces from a Collection of 2D Images

Pages 594-601

Neto, João Baptista Cardia (et al.)

Comparison of Angle and Size Features with Deep Learning for Emotion Recognition

Pages 602-610

Dunau, Patrick (et al.)

Fast and Accurate Person Re-identification with Xception Conv-Net and C2F

Pages 611-619

Rooijen, Arthur (et al.)

A Novel Multi-purpose Deep Architecture for Facial Attribute and Emotion Understanding

Pages 620-627

Sharma, Ankit (et al.)

Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction?

Pages 628-636

Rebelo, Ana (et al.)

Fingerprint Image Quality Assessment Based on Oriented Pattern Analysis

Pages 637-644

Silva Vasconcelos, Raimundo Claudio (et al.)

RETRACTED CHAPTER: Towards End-to-End DNN-Based Identification of Individual Manta Rays from Sparse Imagery

Pages 645-653

Celik, Tuana (et al.)

Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification

Pages 654-661

Ansar, W. (et al.)

Recognition of Genetic Disorders Based on Deep Features and Geometric Representation

Pages 665-672

Cornejo, Jadisha Yarif Ramírez (et al.)

Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation

Pages 673-680

Ulloa, Gustavo (et al.)

End-to-End Ovarian Structures Segmentation

Pages 681-689

Wanderley, Diego S. (et al.)

Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images

Pages 690-698

Oliveira, Hugo Neves (et al.)

Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination

Pages 699-706

Gómez, V. (et al.)

Improving Ensemble Averaging by Epoch Detrending in Evoked Potentials

Pages 707-714

Torres-Rodríguez, Idileisy (et al.)

Color Features Extraction and Classification of Digital Images of Erythrocytes Infected by Plasmodium berghei

Pages 715-722

Lorenzo-Ginori, Juan V. (et al.)

Automated Pneumothorax Diagnosis Using Deep Neural Networks

Pages 723-731

Lindsey, Tony (et al.)

Classification of Melanoma Images with Fisher Vectors and Deep Learning

Pages 732-739

Liberman, Gastón (et al.)

Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines

Pages 740-747

Aguilar, Robinson (et al.)

Interactive Border Contour with Automatic Tracking Algorithm Selection for Medical Images

Pages 748-756

Leinio, André V. (et al.)

Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks

Pages 757-765

Gündel, Sebastian (et al.)

An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering

Pages 766-773

Ramirez, C. (et al.)

Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization

Pages 774-782

Castaño, Mauricio (et al.)

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules

Pages 783-791

Ferreira, Carlos A. (et al.)

Reconstructed Phase Space and Convolutional Neural Networks for Classifying Voice Pathologies

Pages 792-801

Marinus, João Vilian de Moraes Lima (et al.)

QRS Detection in ECG Signal with Convolutional Network

Pages 802-809

Silva, Pedro (et al.)

Gender Effects on an EEG-Based Emotion Level Classification System

Pages 810-819

Pava, I. (et al.)

EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems

Pages 820-828

Luna-Naranjo, D. F. (et al.)

Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data

Pages 829-836

Morales, Ernesto Cuartas (et al.)

Emotion Recognition with Ensemble Using mRMR-Based Feature Selection

Pages 837-845

Valencia-Alzate, A. (et al.)

Regularization for Graph-Based Transfer Learning Text Classification

Pages 849-856

Serpell, Cristián (et al.)

Math Formula Script and Type Identification and Recognition

Pages 857-864

Khazri, Kawther (et al.)

Evaluating AdaBoost for Plagiarism Detection

Pages 865-873

Reginaldo, Thiago V. (et al.)

Predicting Academic-Challenge Success

Pages 874-883

López, Dante (et al.)

Visual Semantic Re-ranker for Text Spotting

Pages 884-892

Sabir, Ahmed (et al.)

A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition

Pages 893-901

Ramírez-Piña, Carlos (et al.)

Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach

Pages 902-910

Cilia, N. D. (et al.)

Using Image Processing Techniques and HD-EMG for Upper Limb Prosthesis Gesture Recognition

Pages 913-921

Díaz-Amador, Roberto (et al.)

An Effective Approach Based on a Subset of Skeleton Joints for Two-Person Interaction Recognition

Pages 922-929

Ammar, Sirine (et al.)

Evaluating Deep Models for Dynamic Brazilian Sign Language Recognition

Pages 930-937

Amaral, Lucas (et al.)

A DTW-Based Representation to Support Static Sign Language Recognition from Binary Images

Pages 938-945

Blandon, J. S. (et al.)

Human Activity Recognition Using Multi-modal Data Fusion

Pages 946-953

Calvo, Andres Felipe (et al.)

Using Scene Context to Improve Action Recognition

Pages 954-961

Monteiro, Juarez (et al.)

Empirical Evaluation of the BCOC Method on Multi-Domain Sentiment Analysis Data Sets

Pages 962-970

Keith Norambuena, Brian (et al.)

Improving Attitude Words Classification for Opinion Mining Using Word Embedding

Pages 971-982

Ortega-Bueno, Reynier (et al.)

Retraction Note to: Towards End-to-End DNN-Based Identification of Individual Manta Rays from Sparse Imagery

Pages C1-C1

Celik, Tuana (et al.)