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27th IWSSIP 2020: Niterói, Brazil
- 2020 International Conference on Systems, Signals and Image Processing, IWSSIP 2020, Niterói, Brazil, July 1-3, 2020. IEEE 2020, ISBN 978-1-7281-7539-3
- Branka Zovko-Cihlar:
27 Years of the IWSSIP Conference. 3-5 - Panos Liatsis:
Learning to "see" Touch. 9-10 - Jonathan Huang:
Modern Architectures for Core Computer Vision on Videos. 11 - Javier Felip Leon:
Robust Scene Understanding via Real-Time Approximate Bayesian Computations. 13 - André Borges Cavalcante:
Interpretability of Machine Learning Models: Application for Lawsuits Prediction in the Energy Sector. 17 - Aristófanes Corrêa Silva:
Meta-Learning Applications in Digital Image Processing. 19-20 - Anna De Falco
, Stephenson de Sousa Lima Galvão, Aura Conci:
A Non Linear Registration Without the Use of the Brightness Constancy Hypothesis. 27-32 - Elineide Santos
A Skin Lesion Semi-supervised Segmentation Method. 33-38 - Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. 39-44 - Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN. 45-50 - Giovanni Lucca França da Silva, João Vitor Ferreira França, Petterson Sousa Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and Superpixels. 51-56 - Anna De Falco
Comparing the Degeneration of the Corpus Callosum by Magnetic Resonance Images. 57-62 - Maíla de Lima Claro, Luis H. S. Vogado, Rodrigo Veras
Convolution Neural Network Models for Acute Leukemia Diagnosis. 63-68 - Vinicius Teixeira, Leodécio Braz, Hélio Pedrini, Zanoni Dias:
DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. 69-74 - Rodrigo S. Hirama, Ricardo Wandré Dias Pedro, Vinicius S. K. Graciliano, Ariane Machado-Lima, Fátima L. S. Nunes
Evaluating the impact of polygonal representations on mass classification. 75-80 - Viviane S. G. M. Tenório, Juliana M. de Assis
Functional and Effective Connectivity Characterization of Absence Seizures. 81-86 - José M. C. Boaro, Pedro T. Cutrim dos Santos, Carlos V. M. Rocha, Thamila Fontenele, Geraldo Braz Junior
Hybrid Capsule Network Architecture Estimation for Melanoma Detection. 93-98 - Arthur Azevedo Lima, Alana C. de Carvalho Araújo, Alan Carlos de Moura Lima, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida
Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image. 99-104 - Marcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Junior
Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images. 105-110 - L. C. Mendes, Érick Oliveira Rodrigues
ROI Extraction in Thermographic Breast Images Using Genetic Algorithms. 111-115 - Doha Bouallal
Segmentation of plantar foot thermal images: application to diabetic foot diagnosis. 116-121 - João Vitor Ferreira França, Giovanni Lucca França da Silva, Pedro Thiago Cutrim dos Santos, Geraldo Braz Junior
Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic Atlas. 122-127 - Gabriel Bras, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva
Transfer Learning Method Evaluation for Automatic Pediatric Chest X-Ray Image Segmentation. 128-133 - Angelo G. Menezes
Automatic Attendance Management System based on Deep One-Shot Learning. 137-142 - Valeska Uchôa, Kelson Rômulo Teixeira Aires, Rodrigo Veras
Data Augmentation for Face Recognition with CNN Transfer Learning. 143-148 - Ricardo Teles Freitas
Improving Active Shape Models Robustness Towards Locating Facial Landmarks In Profile Contour. 149-154 - Marcelo V. Vizoni, Aparecido Nilceu Marana:
Ocular Recognition Using Deep Features for Identity Authentication. 155-160 - Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto
Open-set Face Recognition for Small Galleries Using Siamese Networks. 161-166 - Dusan Gleich, Andrej Sarjas, Marko Malajner, Poliksena Miteva, Jelena Stojanovic Josifovska, Natasha Bozinovska, Zivko Kokolanski
CORELA Collaborative Learning Environment for Electrical Engineering Education. 169-172 - Gustavo Alexandre Sousa Santos
EvolveDTree: Analyzing Student Dropout in Universities. 173-178 - Leonardo Souza Silva
Machine Learning in Information Visualization: Using Rule-based Learning Algorithms to Personalize Interfaces. 179-184 - Leonardo Ramos Emmendorfer
An Empirical Evaluation of Sharpening Filters Applied to Magnified Images. 187-192 - Adriel dos Santos Araújo, Roger Resmini, Aura Conci:
Determining the Direction of Images Using Sum and Difference Histograms and Texture Descriptors. 193-198 - Renan Gomes de Andrade, Mariah Castro Durval, Isaura Maria Ferreira, Robson Carlos Antunes, André R. Backes:
Image Enhancement Applied to Water Holding Capacity Images. 199-204 - Rayanne Souza, Miguel de A. Freitas, Alan Conci Kubrusly
Improvement of Ultrasonic Image by a Combination of Correlation-based Image Processing and Virtual Sources Applied to Non-destructive Evaluation. 205-210 - Italo M. F. Santos, Gilson A. Giraldi, Pablo Javier Blanco, Abimael D. Loula:
Parameterizing Variational Methods Through Data-Driven Inverse Problems for Image Processing Applications. 211-216 - Dunfrey Pires Aragão
SpaceYNet: A Novel Approach to Pose and Depth-Scene Regression Simultaneously. 217-222 - Jocival Dantas Dias Junior
UAV-Multispectral Sensed Data Band Co-Registration Framework. 223-228 - José Ramón González Montero, Alberto Reyes Díaz, Egberto Caballero Rosillo, Aura Conci:
Watermark Detection and Clearance in Video Using Simple Signal and Image Processing Techniques. 229-234 - Rafael Padilla, Sergio L. Netto
A Survey on Performance Metrics for Object-Detection Algorithms. 237-242 - Nasik Muhammad Nafi, William H. Hsu:
Addressing Class Imbalance in Image-Based Plant Disease Detection: Deep Generative vs. Sampling-Based Approaches. 243-248 - Carlos Adriano Arruda Teixeira, Simone Vasconçelos Silva, Antônio José da Silva Neto
Analysis of Non-Conformity in Flexible Pipe through Data Mining from Image Bank. 249-254 - Maira B. H. Moran, Jordan Salas Cuno, José A. Riveaux, Eduardo C. Vasconcellos
Automatic Sinusoidal Curves Detection in Borehole Images Using the Iterated Local Search Algorithm. 255-260 - Leonardo Pereira Sousa, Rodrigo M. S. Veras
Banknote Identification Methodology for Visually Impaired People. 261-266 - Victor Hugo Roldão Reis, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.
Dense Crowd Counting with Capsule Networks. 267-272 - Joaquim Martins Scavone, Jonnison Lima Ferreira, Emerson Rogério Alves Barea, Geraldo Braz Junior
Optimizing CNN's using Cumulative Learning with Auxiliary Networks for Traffic Light Recognition. 273-278 - Jarbas Joaci de Mesquita Sá Junior, André R. Backes, Odemir M. Bruno:
Shape Classification Using Randomized Neural Network Descriptors Extracted from the Fourier Spectrum. 279-284 - Miroslav Benco
The Comparison of Color Texture Features Extraction based on 1D GLCM with Deep Learning Methods. 285-289 - André R. Backes, Jarbas Joaci de Mesquita Sá Junior:
Virus Classification by Using a Fusion of Texture Analysis Methods. 290-295 - Angelica de Sousa Pinto, Flávia Bernardini
An Exploratory Study Using Stream Learning Algorithms to Predict Duration Time of Vehicle Routes. 299-304 - Alberto Oliveira, Anderson Rocha:
Contextual Features and Sequence Labeling Techniques for Relevance Prediction in Retrieval. 305-310 - Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. 311-316 - Thiago T. P. Silva, Pedro Lara, Thiago Gonzaga
Recent Advances in Overcoming the Independence Assumption in Adaptive Filtering Analyses. 317-322 - Fernando P. G. de Sá, Diego N. Brandão
Wind Turbine Fault Detection: A Semi-Supervised Learning Approach With Automatic Evolutionary Feature Selection. 323-328 - Reiner H. Santos Filho, Tadeu N. Ferreira, Diogo M. F. Mattos
A Lightweight Reinforcement-Learning-Based Mechanism for Bandwidth Provisioning on Multitenant Data Center. 331-336 - Egberto Caballero, Vinicius C. Ferreira, Robson Araújo Lima, Célio Albuquerque
LATOR: Link-Quality Aware and Thermal Aware On-Demand Routing Protocol for WBAN. 337-342 - Frederico Augusto Fernandes Silveira, Francisco Sales de Lima Filho, Felipe Sampaio Dantas da Silva, Agostinho de Medeiros Brito Júnior, Luiz Felipe Q. Silveira:
Smart Detection-IoT: A DDoS Sensor System for Internet of Things. 343-348 - Antônio Fernandes, David de M. Souza, Igor A. Costa, Amaro S. Lopes, Mariana L. Migliorini, Igor F. Pains, Guilherme S. Lopes, Rafael A. Nóbrega, João C. Anjos, Herman P. Lima Júnior
Amplitude Estimators Applied to Saturated Signals for the $\nu-\mathrm{Angra}$ Experiment. 351-356 - Danijel Sipos, Dusan Gleich:
Design of a full polarimetric GPR system for landmine detection. 357-360 - J. L. Marin:
Energy Reconstruction Performance in the ATLAS Tile Calorimeter Operating at High Event Rate Conditions Using LHC Collision Data. 361-366 - Mariana L. Migliorini, Augusto Santiago Cerqueira, Igor A. Costa, Antônio Fernandes, Guilherme S. Lopes, Amaro S. Lopes, Rafael Antunes Nobrega, Igor F. Pains, David de M. Souza, Herman P. Lima Júnior
Identification and Classification of Corrupted Signals for the Neutrinos Angra Experiment. 367-372 - Eder B. Kapisch
Novelty Detection in Power Quality Signals with Surrogates: a Time-Frequency Technique. 373-378 - Brígida F. C. Oliveira
Combined Sustained Vowels Improve the Performance of the Haar Wavelet for Pathological Voice Characterization. 381-386 - Harry Anacleto, David Chavez
Cubic Law and MAP Compensation Techniques for Robust Text-Independent Speaker Identification. 387-392 - Juliano Donini da Silva, Yandre Maldonado e Gomes da Costa, Marcos Aurélio Domingues:
Improving Musical Tag Annotation with Stacking and Convolutional Neural Networks. 393-398 - Igor André Pegoraro Santana, Fabio Pinhelli, Juliano Donini, Leonardo Gabiato Catharin, Rafael Biazus Mangolin, Yandre Maldonado e Gomes da Costa, Valéria Delisandra Feltrim, Marcos Aurélio Domingues:
Music4All: A New Music Database and Its Applications. 399-404 - Carlos V. M. Rocha, José E. S. Oliveira, Robherson W. S. Costa, Anderson M. P. Paiva, Jefferson A. Sousa, Arthur Costa Serra, Arthur Guilherme Santos Fernandes, Ricardo C. S. Marques, Weslley K. R. Figueredo, Italo Francyles Santos da Silva, Simara V. Rocha, Geraldo Braz Junior
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. 405-410 - David Faial, Flávia Bernardini
A Methodology for Taxi Demand Prediction Using Stream Learning. 417-422 - Guilherme Henrique Apostolo
An Experimental Analysis for Detecting Wi-Fi Network Associations Using Multi-label Learning. 423-428 - Adriel dos Santos Araújo, Bruno Câmara, Flavio Docek, Lucas Gaspar, Yona Lopes
BEM: A Framework based on Business Intelligence, Quality of Experience, and Car Park Management. 429-434 - Fabio Mentzingen, Wilian Martins, Raphael Alves, Yona Lopes
Demand-Side Management Framework for Smart Cities. 435-440 - Luis Felipe de O. Fernandes, Flávia Bernardini
Energy Consumption Prediction using Data Stream Learning for Commercial Buildings. 441-446 - Andrea Ek-Hobak, Ángel Sánchez
Evaluation of Output Representations in Neural Network-based Trajectory Predictions Systems. 447-452 - Erick Simas Grilo, Bruno Lopes
Modelling and Certifying Smart Cities in Reo Circuits. 453-458 - Henry O. Velesaca, Steven Araujo
Off-The-Shelf Based System for Urban Environment Video Analytics. 459-464 - Felipe Fernández, Ángel Sánchez, José Francisco Vélez, Ana Belén Moreno
The Augmented Space of a Smart City. 465-470 - Vagner Mendonça Gonçalves
Graphical Oracles to Assess Computer-Aided Diagnosis Systems: A Case Study in Mammogram Masses and Calcifications Detection. 1-6
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