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22nd CIARP 2017: Valparaíso, Chile
- Marcelo Mendoza, Sergio A. Velastin:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Valparaíso, Chile, November 7-10, 2017, Proceedings. Lecture Notes in Computer Science 10657, Springer 2018, ISBN 978-3-319-75192-4 - Daniel G. Acevedo
, Pablo Negri
A Citation k-NN Approach for Facial Expression Recognition. 1-9 - Niusvel Acosta-Mendoza
Mining Generalized Closed Patterns from Multi-graph Collections. 10-18 - Faisal Alamri
Edge Detection Based on Digital Shape Elongation Measure. 19-27 - Cassio F. P. Almeida
Mining the Criminal Data of Rio de Janeiro: Analyzing the Impact of the Pacifying Police Units Deployment. 28-35 - Daniel H. A. Alves
Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study. 36-44 - Elvira Amador
Benchmarking Head Pose Estimation in-the-Wild. 45-52 - Aline Maria Malachini Miotto Amaral
Forensic Document Examination: Who Is the Writer? 53-60 - Nancy Arana-Daniel
Traversability Cost Identification of Dynamic Environments Using Recurrent High Order Neural Networks for Robot Navigation. 61-68 - André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior:
Texture Classification of Phases of Ti-6Al-4V Titanium Alloy Using Fractal Descriptors. 69-76 - Igor L. O. Bastos
Pyramidal Zernike Over Time: A Spatiotemporal Feature Descriptor Based on Zernike Moments. 77-85 - Juan Bekios-Calfa
A Multilabel Extension of LDA Based on the Gram-Schmidt Orthogonalization Procedure. 86-93 - Felipe-Andrés Bello Robles
Linear Modelling of Cerebral Autoregulation System Using Genetic Algorithms. 94-101 - Diego Bertolini
Knowledge Transfer for Writer Identification. 102-110 - Leonardo Bombonato, Guillermo Cámara Chávez
Real-Time Brand Logo Recognition. 111-118 - Nadia Brancati, Maria Frucci
Retinal Vessels Segmentation Based on a Convolutional Neural Network. 119-126 - Saúl Calderón Ramírez
DNLM-IIFFT: An Implementation of the Deceived Non Local Means Filter Using Integral Images and the Fast Fourier Transform for a Reduced Computational Cost. 127-134 - João Baptista Cardia Neto
Utilizing Deep Learning and 3DLBP for 3D Face Recognition. 135-142 - Andrés F. Cardona-Escobar, Andrés Felipe Giraldo-Forero, Andrés Eduardo Castro-Ospina
Efficient Hyperparameter Optimization in Convolutional Neural Networks by Learning Curves Prediction. 143-151 - Isadora Cardoso
Evaluation of Deep Feedforward Neural Networks for Classification of Diffuse Lung Diseases. 152-159 - Ricardo Coronado
Non-dermatoscopic Image Analysis for the Recognition of Malignant Skin Diseases with Convolutional Neural Network and Autoencoders. 160-167 - Jhon F. Cuellar-Fierro, Hernán Darío Vargas Cardona, Mauricio A. Álvarez
Non-stationary Multi-output Gaussian Processes for Enhancing Resolution over Diffusion Tensor Fields. 168-176 - Millaray Curilem
Improving the Classification of Volcanic Seismic Events Extracting New Seismic and Speech Features. 177-185 - Allisson Dantas Oliveira
An Automatic System for Computing Malaria Parasite Density in Thin Blood Films. 186-193 - Mostafa Darwiche, Romain Raveaux, Donatello Conte
A Local Branching Heuristic for the Graph Edit Distance Problem. 194-202 - Iván De La Pava
Emotion Assessment by Variability-Based Ranking of Coherence Features from EEG. 203-211 - Edwin Jonathan Escobedo Cardenas
Fusion of Deep Learning Descriptors for Gesture Recognition. 212-219 - Charles F. Gobber, Wonder Alexandre Luz Alves
Ultimate Leveling Based on Mumford-Shah Energy Functional Applied to Plant Detection. 220-228 - Jullyana Fialho Pinheiro, João Dallyson Sousa de Almeida
Sclera Segmentation in Face Images Using Image Foresting Transform. 229-236 - David Fonseca-Luengo
Use of Machine Learning to Improve the Robustness of Spatial Estimation of Evapotranspiration. 237-245 - Julián Gil González, Andrés M. Álvarez, Andrés F. Valencia, Álvaro Á. Orozco:
Automatic Peripheral Nerve Segmentation in Presence of Multiple Annotators. 246-254 - Wilson González-Vanegas
Sparse Hilbert Embedding-Based Statistical Inference of Stochastic Ecological Systems. 255-262 - Lázaro Janier González-Soler
Fingerprint Presentation Attack Detection Method Based on a Bag-of-Words Approach. 263-271 - Darian H. Grass-Boada
Multi-objective Overlapping Community Detection by Global and Local Approaches. 272-280 - Cristian Guarnizo
Impulse Response Estimation of Linear Time-Invariant Systems Using Convolved Gaussian Processes and Laguerre Functions. 281-288 - Vitali Herrera-Semenets, Osvaldo Andrés Pérez-García, Andrés Gago Alonso, Raudel Hernández-León:
A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion Detection. 289-297 - Keider Hoyos-Osorio
Clustering-Based Undersampling to Support Automatic Detection of Focal Cortical Dysplasias. 298-305 - Julián A. Villamarín, Yady M. Jiménez, L. Tatiana Molano, Edgar W. Gutiérrez, Luis F. Londoño, David A. Gutiérrez
Ultrasonic Assessment of Platelet-Rich Plasma by Digital Signal Processing Techniques. 306-313 - David A. Jimenez, Hernán F. García, Andrés M. Álvarez, Álvaro Á. Orozco:
3D Probabilistic Morphable Models for Brain Tumor Segmentation. 314-322 - Felipe Jorquera, Sergio Hernández, Diego Vergara:
Multi Target Tracking Using Determinantal Point Processes. 323-330 - Ricardo Barbosa Kloss
Boosted Projection: An Ensemble of Transformation Models. 331-338 - Reynolds León Guerra, Edel B. García Reyes
Full-Quaternion Color Correction in Images for Person Re-identification. 339-346 - Erick López
Long Short-Term Memory Networks Based in Echo State Networks for Wind Speed Forecasting. 347-355 - Leyanis López-Avila
On the Use of Pre-trained Neural Networks for Different Face Recognition Tasks. 356-364 - Marcos M. Raimundo, Fernando J. Von Zuben:
Many-Objective Ensemble-Based Multilabel Classification. 365-373 - Victor Mendiola-Lau, Francisco José Silva-Mata
Bio-Chemical Data Classification by Dissimilarity Representation and Template Selection. 374-381 - Neptalí Menejes Palomino
Abnormal Event Detection in Video Using Motion and Appearance Information. 382-390 - Nelson Méndez Llanes, Luis A. Bouza, Leonardo Chang
Efficient and Effective Face Frontalization for Face Recognition in the Wild. 391-398 - Syed Ahmed Nadeem, Eric A. Hoffman
Path-Gradient - A Theory of Computing Full Intensity-Transition Between Two Points. 399-407 - Guilherme Nascimento
A Robust Indoor Scene Recognition Method Based on Sparse Representation. 408-415 - Tiago S. Nazaré, Gabriel B. Paranhos da Costa, Welinton A. Contato, Moacir Ponti
Deep Convolutional Neural Networks and Noisy Images. 416-424 - Pablo Negri
Spiking Hough for Shape Recognition. 425-432 - Rogério Galante Negri
Region-Based Classification of PolSAR Data Through Kernel Methods and Stochastic Distances. 433-440 - Dennis Núñez Fernández
Hand Posture Recognition Using Convolutional Neural Network. 441-449 - Alexander Ocsa
On Semantic Solutions for Efficient Approximate Similarity Search on Large-Scale Datasets. 450-457 - Alvaro D. Orjuela-Cañón
Self-organizing Maps for Motor Tasks Recognition from Electrical Brain Signals. 458-465 - Dailé Osorio Roig, Annette Morales-González
Semantic Segmentation of Color Eye Images for Improving Iris Segmentation. 466-474 - Kálmán Palágyi, Péter Kardos:
A Single-Step 2D Thinning Scheme with Deletion of P-Simple Points. 475-482 - Alvaro Pardo:
Non Local Means Image Filtering Using Clustering. 483-490 - Juan Pavez, Hayk Hakobyan, Carlos Valle
Neural Networks for the Reconstruction and Separation of High Energy Particles in a Preshower Calorimeter. 491-498 - Sirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz
Noisy Character Recognition Using Deep Convolutional Neural Networks. 499-507 - Luis Pellegrin
A Flexible Framework for the Evaluation of Unsupervised Image Annotation. 508-516 - Billy Peralta
Unsupervised Local Regressive Attributes for Pedestrian Re-identification. 517-524 - Rafael Goncalves Pires
A Deep Boltzmann Machine-Based Approach for Robust Image Denoising. 525-533 - Mario Alfonso Prado-Romero
Discovering Bitcoin Mixing Using Anomaly Detection. 534-541 - Lucas Alexandre Ramos
A Scale-Space Approach for Multiscale Shape Analysis. 542-549 - Daniel Riccio
An Unsupervised Approach for Eye Sclera Segmentation. 550-557 - Fábio Cosme Rodrigues dos Santos, André Felipe Henriques Librantz, Renato José Sassi
An Approach to Clustering Using the Expectation-Maximization and Selection of Attributes ReliefF Applied to Water Treatment Plants process. 558-565 - Andrés Rosso-Mateus, Fabio A. González
A Two-Step Neural Network Approach to Passage Retrieval for Open Domain Question Answering. 566-574 - Fernando S. Beserra, Marcos M. Raimundo, Fernando J. Von Zuben:
Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures. 575-583 - Gonzalo D. Sad
Class Confusability Reduction in Audio-Visual Speech Recognition Using Random Forests. 584-592 - Anderson Carlos Sousa e Santos, Hélio Pedrini:
Exploring Image Bit Planes for Video Shot Boundary Detection. 593-600 - Thiago Schons, Gladston J. P. Moreira
Convolutional Network for EEG-Based Biometric. 601-608 - Luca Serino
Skeleton Pruning Based on Elongation and Size of Object's Limbs and Boundary's Convexities. 609-617 - Walter Serna-Serna
Volume Rendering by Stochastic Neighbor Embedding-Based 2D Transfer Function Building. 618-626 - Dirk Siegmund
Text Localization in Born-Digital Images of Advertisements. 627-634 - Carlos Silva, Daniel Welfer, Juliano Weber:
Deep Learning Techniques Applied to the Cattle Brand Recognition. 635-642 - Gustavo Botelho de Souza
Efficient Transfer Learning for Robust Face Spoofing Detection. 643-651 - Luis Claudio Sugi Afonso
A Kernel-Based Optimum-Path Forest Classifier. 652-660 - László Szilágyi, Sándor M. Szilágyi:
A Possibilistic c-means Clustering Model with Cluster Size Estimation. 661-668 - Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno:
Randomized Neural Network Based Signature for Classification of Titanium Alloy Microstructures. 669-676 - Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes, Odemir Martinez Bruno:
Pap-smear Image Classification Using Randomized Neural Network Based Signature. 677-684 - Alejandro Valdés-Camejo, Guillermo Aguirre-Carrazana, Raúl Alonso Baryolo, Annette Morales-González
Estimation of Pedestrian Height Using Uncalibrated Cameras. 685-692 - Jorge A. Vanegas, Hugo Jair Escalante
Semi-supervised Online Kernel Semantic Embedding for Multi-label Annotation. 693-701 - Julián A. Villamarín, Daniela A. Montilla, Olga M. Potosi, Luis F. Londoño, Fabian G. Muñoz, Edgar W. Gutiérrez:
Ultrasonic Backscatter Signal Processing Technique for the Characterization of Animal Lymph Node. 702-709 - Juan Zamora
A Distributed Shared Nearest Neighbors Clustering Algorithm. 710-718 - Daniel Zapata
Automatic Classification of Optical Defects of Mirrors from Ronchigram Images Using Bag of Visual Words and Support Vector Machines. 719-726
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