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23rd CIARP 2018: Madrid, Spain
- Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings. Lecture Notes in Computer Science 11401, Springer 2019, ISBN 978-3-030-13468-6
Machine Learning
- Santiago Toledo-Cortés, Iván Yesid Castellanos Martínez, Fabio A. González:
Large Scale Learning Techniques for Least Squares Support Vector Machines. 3-11 - Wilson González-Vanegas
, A. Álvarez-Meza, Álvaro-Ángel Orozco-Gutierrez
An Automatic Approximate Bayesian Computation Approach Using Metric Learning. 12-19 - Juan Maroñas Molano
Generative Models for Deep Learning with Very Scarce Data. 20-28 - Unai Garay-Maestre
Data Augmentation via Variational Auto-Encoders. 29-37 - Ignacio Alejandro Araya Galleguillos, Carlos Valle
LSTM-Based Multi-scale Model for Wind Speed Forecasting. 38-45 - Adriana Reyes-Nava
Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays Datasets. 46-54 - Cristian Jimenez
A Data Representation Approach to Support Imbalanced Data Classification Based on TWSVM. 55-63 - Francisco José Silva-Mata
Improving Regression Models by Dissimilarity Representation of Bio-chemical Data. 64-71 - Edemir Ferreira, Hugo N. Oliveira
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. 72-80 - Manuel Guillermo Forero
Analytical Comparison of Histogram Distance Measures. 81-90 - Julián Gil González, Andrés Marino Álvarez-Meza, Álvaro Ángel Orozco:
Gaussian Processes Regression with Multiple Annotators: When the Annotator Performance Is Not Homogeneous. 91-99 - Diego Fabian Collazos-Huertas
Linear Projection Learned from Hybrid CKA for Enhancing Distance-Based Classifiers. 100-108 - Raquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr.
Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations. 109-116 - Manuel Guillermo Forero
Color Classification Methods for Perennial Weed Detection in Cereal Crops. 117-123 - Rafael Machado Ribeiro, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr.
Hierarchical Graph-Based Segmentation in Detection of Object-Related Regions. 124-132 - Cassio F. P. Almeida, William Fernandes, Simone D. J. Barbosa
Dealing with Heterogeneous Google Earth Images on Building Area Detection Task. 133-140 - Milena M. Adão, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. Patrocínio Jr.
Evaluation of Scale-Aware Realignments of Hierarchical Image Segmentation. 141-149 - Alessandro Marro, Stefan Wiesen, Max Langbein
3D SfM as a Measuring Technique for Human Body Transformation. 150-158 - Roi Santos, Xosé M. Pardo, Xosé Ramón Fdez-Vidal:
Outlier Detection for Line Matching. 159-167 - Daniel Trevisan Bravo
Detection of Small Portions of Water in VIS-NIR Images Acquired by UAVs. 168-176 - Sergio F. Acosta, Jorge E. Camargo:
Predicting City Safety Perception Based on Visual Image Content. 177-185 - Juan Diego Pulgarin-Giraldo
Analysis and Classification of MoCap Data by Hilbert Space Embedding-Based Distance and Multikernel Learning. 186-193 - Sergio Campos, Alejandro Veloz, Héctor Allende
An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification. 194-202 - Ariam Rivas
Multi-granulation Strategy via Feature Subset Extraction by Using a Genetic Algorithm and a Rough Sets-Based Measure of Dependence. 203-211 - Cristian M. Orellana, Ricardo Ñanculef, Carlos Valle
Boosting Collaborative Filters for Drug-Target Interaction Prediction. 212-220 - Aicha-Baya Goumeidane, Nafaa Nacereddine
Fast Adapting Mixture Parameters Schemes for Probability Density Difference-Based Deformable Model. 221-228 - Nesrine Houhat, Sébastien Ménigot
Optimal Stochastic Excitation for Linear Flaw Detection in a Solid Material. 229-236 - Igr Alexánder Fernández-Saúco, Niusvel Acosta-Mendoza, Andrés Gago Alonso, Edel Bartolo García Reyes
Computing Anomaly Score Threshold with Autoencoders Pipeline. 237-244 - Cristian Candia-García, Manuel Guillermo Forero
Generating Random Variates via Kernel Density Estimation and Radial Basis Function Based Neural Networks. 245-252 - Adrián T. Ruiz, Julian Equihua, Santiago Martínez, Everardo Robredo, Günther Palm, Friedhelm Schwenker:
Detection of Bat Acoustics Signals Using Voice Activity Detection Techniques with Random Forests Classification. 253-261 - Reynaldo Gil Pons
Space Efficient Incremental Betweenness Algorithm for Directed Graphs. 262-270 - Paulo R. Cavalin, Luiz S. Oliveira:
Confusion Matrix-Based Building of Hierarchical Classification. 271-278 - Cristhian K. Valencia, Andrés M. Álvarez, Edgar A. Valencia, Mauricio A. Álvarez
Information Potential Variability for Hyperparameter Selection in the MMD Distance. 279-286 - Tiago Pinho da Silva
A Fuzzy Classifier for Data Streams with Infinitely Delayed Labels. 287-295 - Héctor R. Gonzalez
Generalized Multitarget Linear Regression with Output Dependence Estimation. 296-304 - Juan Aguilera, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Paolo Rosso:
A New Weighted k-Nearest Neighbor Algorithm Based on Newton's Gravitational Force. 305-313 - Antonio Rafael Sabino Parmezan
Towards Hierarchical Classification of Data Streams. 314-322
Computer Vision
- Tinghuai Wang, Huiling Wang:
Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation. 325-333 - Felipe Belém
Superpixel Segmentation by Object-Based Iterative Spanning Forest. 334-341 - Thiago Pirola Ribeiro
Frequency Analysis of Topological Projections onto Klein Bottle for Texture Characterization. 342-350 - Leandro N. Couto, Célia A. Z. Barcelos
Singular Patterns in Optical Flows as Dynamic Texture Descriptors. 351-358 - Hans Harley Ccacyahuillca Bejar, Lucy A. C. Mansilla, Paulo A. V. Miranda:
Efficient Unsupervised Image Segmentation by Optimum Cuts in Graphs. 359-367 - João Batista Florindo
Dirichlet Series in Complex Network Modeling of Texture Images. 368-375 - Pedro Company
Detection of Vertices in Sketched Drawings of Polyhedral Shapes. 376-383 - Carlos A. Jacanamejoy
A Note on the Phase Congruence Method in Image Analysis. 384-391 - Samia Bouteldja, Assia Kourgli:
An Efficient CBIR System for High Resolution Remote Sensing Images. 392-400 - Ksenia Klionovska
Experimental Analysis of Measurements Fusion for Pose Estimation Using PMD Sensor. 401-409 - Dimitria Theophanis Boukouvalas
Automated Colony Counter for Single Plate Serial Dilution Spotting. 410-418 - Sarah Almeida Carneiro
Image Inpainting Based on Local Patch Search Supported by Image Segmentation. 419-427 - Louise Sarrabezolles
Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications. 428-435 - Lucas Correia Ribas
Deterministic Partially Self-avoiding Walks on Networks for Natural Shapes Classification. 436-443 - Karla Otiniano-Rodríguez, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez
Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions. 444-452 - Guillaume Noyel
Logarithmic Mathematical Morphology: A New Framework Adaptive to Illumination Changes. 453-461 - Reynolds León Guerra, Edel B. García Reyes
FqSD: Full-Quaternion Saliency Detection in Images. 462-469 - Jordão Bragantini, Samuel Botter Martins, César Castelo-Fernández, Alexandre Xavier Falcão
Graph-Based Image Segmentation Using Dynamic Trees. 470-478 - Daniel Caballero
Radial Textures: A New Approach to Analyze Meat Quality by Using MRI. 479-486 - J. Castañeda-Gonzalez, A. Álvarez-Meza, Álvaro Ángel Orozco-Guitiérrez
An Enhanced Sequential Search Feature Selection Based on mRMR to Support FCD Localization. 487-495 - Jose Alejandro Libreros
Automated Identification and Classification of Diatoms from Water Resources. 496-503 - Sebastien Mambou, Ondrej Krejcar
Novel Scene Recognition Using TrainDetector. 504-512 - Jose Pamplona, Carlos A. Madrigal, Arturo de la Escalera:
PointNet Evaluation for On-Road Object Detection Using a Multi-resolution Conditioning. 513-520 - Javier Ortega Bastida, Antonio Javier Gallego
Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors. 521-529 - Alexey Alexeev
Object Detection on Base of Modified Convolutional Network. 530-537 - Benjamin Spitschan
Robust Fourier-Based Checkerboard Corner Detection for Camera Calibration. 538-546 - Murilo Varges da Silva
Spatiotemporal CNNs for Pornography Detection in Videos. 547-555 - Luan P. e Silva
Nose Based Rigid Face Tracking. 556-563
Biometrics
- Fabiola Becerra-Riera, Nelson Méndez Llanes, Annette Morales-González
On Combining Face Local Appearance and Geometrical Features for Race Classification. 567-574 - Pedro Diego López, Roberto Valle
Facial Landmarks Detection Using a Cascade of Recombinator Networks. 575-583 - Alejandro Acien, Aythami Morales, Rubén Vera-Rodríguez, Ivan Bartolome, Julian Fiérrez:
Measuring the Gender and Ethnicity Bias in Deep Models for Face Recognition. 584-593 - João Baptista Cardia Neto, Aparecido Nilceu Marana:
3D Face Recognition with Reconstructed Faces from a Collection of 2D Images. 594-601 - Patrick Dunau, Marco F. Huber
Comparison of Angle and Size Features with Deep Learning for Emotion Recognition. 602-610 - Arthur van Rooijen, Henri Bouma
Fast and Accurate Person Re-identification with Xception Conv-Net and C2F. 611-619 - Ankit Kumar Sharma, Pooyan Balouchian, Hassan Foroosh:
A Novel Multi-purpose Deep Architecture for Facial Attribute and Emotion Understanding. 620-627 - Ana Rebelo
Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction? 628-636 - Raimundo Claudio da Silva Vasconcelos, Hélio Pedrini:
Fingerprint Image Quality Assessment Based on Oriented Pattern Analysis. 637-644 - (Withdrawn) Towards End-to-End DNN-Based Identification of Individual Manta Rays from Sparse Imagery. 645-653
- Wajeeha Ansar
Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-Based Person Re-identification. 654-661
Medical Applications and Brain Signals
- Jadisha Yarif Ramírez Cornejo, Hélio Pedrini:
Recognition of Genetic Disorders Based on Deep Features and Geometric Representation. 665-672 - Gustavo Ulloa, Rodrigo Naranjo, Héctor Allende-Cid, Stéren Chabert, Héctor Allende:
Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation. 673-680 - Diego S. Wanderley
End-to-End Ovarian Structures Segmentation. 681-689 - Hugo Neves de Oliveira
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. 690-698 - Viviana Gómez-Orozco, A. Álvarez-Meza, Paula Herrera, Germán Castellanos-Domínguez, Álvaro Orozco:
Short Time EEG Connectivity Features to Support Interpretability of MI Discrimination. 699-706 - Idileisy Torres-Rodríguez
Improving Ensemble Averaging by Epoch Detrending in Evoked Potentials. 707-714 - Juan V. Lorenzo-Ginori
Color Features Extraction and Classification of Digital Images of Erythrocytes Infected by Plasmodium berghei. 715-722 - Tony Lindsey, Rebecca Lee, Ronald Grisell, Saul Vega, Sena Veazey:
Automated Pneumothorax Diagnosis Using Deep Neural Networks. 723-731 - Gastón Liberman, Daniel G. Acevedo
Classification of Melanoma Images with Fisher Vectors and Deep Learning. 732-739 - Robinson Aguilar, Hernán Darío Vargas Cardona, Andrés M. Álvarez, Álvaro Á. Orozco, Piedad Navarro:
Automatic Identification of DBS Parameters from the Volume of Tissue Activated (VTA) Using Support Vector Machines. 740-747 - André V. Leinio, Lucas Santana Lellis
Interactive Border Contour with Automatic Tracking Algorithm Selection for Medical Images. 748-756 - Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu:
Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. 757-765 - C. Ramirez, Viviana Gómez-Orozco, Iván De La Pava, Andrés Marino Álvarez-Meza, Julián David Echeverry, Jorge I. Ríos, Álvaro Orozco:
An Automatic Brain Tumor Segmentation Approach Based on Affinity Clustering. 766-773 - Mauricio Castaño
Enhanced Graph Cuts for Brain Tumor Segmentation Using Bayesian Optimization. 774-782 - Carlos A. Ferreira
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. 783-791 - João Vilian de Moraes Lima Marinus, Joseana Macêdo Fechine Régis de Araújo, Herman Martins Gomes:
Reconstructed Phase Space and Convolutional Neural Networks for Classifying Voice Pathologies. 792-801 - Pedro Silva, Eduardo Luz
QRS Detection in ECG Signal with Convolutional Network. 802-809 - Iván De La Pava
Gender Effects on an EEG-Based Emotion Level Classification System. 810-819 - David Luna-Naranjo, Juana Valeria Hurtado-Rincón, David Cárdenas-Peña
EEG Channel Relevance Analysis Using Maximum Mean Discrepancy on BCI Systems. 820-828 - Ernesto Cuartas-Morales, Yohan Ricardo Céspedes Villar, Carlos Daniel Acosta
Forward Modelling Complexity Influence in EEG Source Localization Using Real EEG Data. 829-836 - A. Valencia-Alzate, J. Castañeda-Gonzalez, J. Hoyos-Osorio
Emotion Recognition with Ensemble Using mRMR-Based Feature Selection. 837-845
Text and Characters Analysis
- Cristián Serpell
Regularization for Graph-Based Transfer Learning Text Classification. 849-856 - Kawther Khazri Ayeb, Afef Kacem Echi
Math Formula Script and Type Identification and Recognition. 857-864 - Thiago V. Reginaldo, Magali R. G. Meireles, Zenilton K. G. Patrocínio Jr.
Evaluating AdaBoost for Plagiarism Detection. 865-873 - Dante López, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, Eduardo F. Morales, Hugo Jair Escalante:
Predicting Academic-Challenge Success. 874-883 - Ahmed Sabir, Francesc Moreno-Noguer, Lluís Padró:
Visual Semantic Re-ranker for Text Spotting. 884-892 - Carlos Ramírez Piña, José Salvador Sánchez, Rosa María Valdovinos Rosas
A Hybrid Feature Extraction Method for Offline Handwritten Math Symbol Recognition. 893-901 - Nicole Dalia Cilia
Improving Handwritten Character Recognition by Using a Ranking-Based Feature Selection Approach. 902-910
Human Interaction
- Roberto Díaz-Amador
Using Image Processing Techniques and HD-EMG for Upper Limb Prosthesis Gesture Recognition. 913-921 - Sirine Ammar, Nizar Zaghden, Mahmoud Neji:
An Effective Approach Based on a Subset of Skeleton Joints for Two-Person Interaction Recognition. 922-929 - Lucas Amaral, Givanildo L. N. Júnior, Tiago F. Vieira
Evaluating Deep Models for Dynamic Brazilian Sign Language Recognition. 930-937 - J. S. Blandon
A DTW-Based Representation to Support Static Sign Language Recognition from Binary Images. 938-945 - Andrés Felipe Calvo, Germán Andrés Holguín, Henry Medeiros
Human Activity Recognition Using Multi-modal Data Fusion. 946-953 - Juarez Monteiro, Roger Granada, Felipe Meneguzzi
Using Scene Context to Improve Action Recognition. 954-961 - Brian Keith Norambuena
Empirical Evaluation of the BCOC Method on Multi-Domain Sentiment Analysis Data Sets. 962-970 - Reynier Ortega Bueno, José Eladio Medina-Pagola, Carlos Enrique Muñiz-Cuza
Improving Attitude Words Classification for Opinion Mining Using Word Embedding. 971-982
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