Rafael Goncalves Pires

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Image Denoising

Attack Detection

Image Restoration

Top Venues

Publications

Daniel Felipe Silva Santos, Rafael Goncalves Pires, João P. Papa
Deblur Capsule Networks. CIARP (2023)
Rafael Goncalves Pires, Daniel F. S. Santos, Marcos C. S. Santana, Cláudio F. G. Santos, João Paulo Papa
Image Denoising using Attention-Residual Convolutional Neural Networks. CoRR (2021)
Daniel F. S. Santos, Rafael Goncalves Pires, Leandro A. Passos, João P. Papa
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification. IGARSS (2021)
Rafael Goncalves Pires, Daniel F. S. Santos, Leandro A. Passos, João P. Papa
Deep Regressor Networks for Blind Image Deblurring. IGARSS (2021)
Thiago José Lucas, Carlos Alexandre Carvalho Tojeiro, Rafael Goncalves Pires, Kelton Augusto Pontara da Costa, João Paulo Papa
Machine Learning for Web Intrusion Detection: A Comparative Analysis of Feature Selection Methods mRMR and PFI. ICAISC (1) (2020)
Daniel F. S. Santos, Rafael Goncalves Pires, Danilo Colombo, João P. Papa
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks. SIBGRAPI (2020)
Rafael Goncalves Pires, Daniel F. S. Santos, Cláudio F. G. Santos, Marcos C. S. Santana, João P. Papa
Image Denoising using Attention-Residual Convolutional Neural Networks. SIBGRAPI (2020)
Daniel F. S. Santos, Rafael Goncalves Pires, Danilo Colombo, João P. Papa
Video Segmentation Learning Using Cascade Residual Convolutional Neural Network. SIBGRAPI (2019)
Rafael Goncalves Pires, Daniel Felipe Silva Santos, Gustavo Botelho de Souza, Alexandre L. M. Levada, João Paulo Papa
A Sparse Filtering-Based Approach for Non-blind Deep Image Denoising. ICANN (Workshop) (2019)
Gustavo Botelho de Souza, Daniel Felipe Silva Santos, Rafael Goncalves Pires, Aparecido Nilceu Marana, João Paulo Papa
Deep Features Extraction for Robust Fingerprint Spoofing Attack Detection. J. Artif. Intell. Soft Comput. Res. 9 (1) (2019)
Gustavo Botelho de Souza, Daniel Felipe Silva Santos, Rafael Goncalves Pires, João Paulo Papa, Aparecido Nilceu Marana
Efficient Width-Extended Convolutional Neural Network for Robust Face Spoofing Detection. BRACIS (2018)
Gustavo Botelho de Souza, Daniel Felipe Silva Santos, Rafael Goncalves Pires, Aparecido Nilceu Marana, João Paulo Papa
Deep Texture Features for Robust Face Spoofing Detection. IEEE Trans. Circuits Syst. II Express Briefs (12) (2017)
Gustavo Botelho de Souza, Daniel F. S. Santos, Rafael Goncalves Pires, Aparecido Nilceu Marana, João P. Papa
Efficient Transfer Learning for Robust Face Spoofing Detection. CIARP (2017)
Rafael Goncalves Pires, Silas Evandro Nachif Fernandes, João Paulo Papa
Blur Parameter Identification Through Optimum-Path Forest. CAIP (2) (2017)
Gustavo Botelho de Souza, Daniel F. S. Santos, Rafael Goncalves Pires, Aparecido Nilceu Marana, João Paulo Papa
Deep Boltzmann machines for robust fingerprint spoofing attack detection. IJCNN (2017)
Rafael Goncalves Pires, Daniel F. S. Santos, Gustavo Botelho de Souza, Aparecido Nilceu Marana, Alexandre L. M. Levada, João Paulo Papa
A Deep Boltzmann Machine-Based Approach for Robust Image Denoising. CIARP (2017)
Rafael Goncalves Pires, Daniel Felipe Silva Santos, Luís A. M. Pereira, Gustavo Botelho de Souza, Alexandre Luis Magalhaes Levada, João Paulo Papa
A Robust Restricted Boltzmann Machine for Binary Image Denoising. SIBGRAPI (2017)
Rafael Goncalves Pires, Danillo Roberto Pereira, Luís A. M. Pereira, Alex F. Mansano, João P. Papa
Projections onto convex sets parameter estimation through harmony search and its application for image restoration. Nat. Comput. 15 (3) (2016)
Silas Evandro Nachif Fernandes, André Luiz Pilastri, Luís A. M. Pereira, Rafael Goncalves Pires, João Paulo Papa
Learning Kernels for Support Vector Machines with Polynomial Powers of Sigmoid. SIBGRAPI (2014)
Rafael Goncalves Pires, Luís A. M. Pereira, Alex F. Mansano, João P. Papa
A hybrid image restoration algorithm based on Projections Onto Convex Sets and Harmony Search. ISCAS (2013)