Pedro D. Marrero-Fernández

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 16

Top Topics

Perceptron Algorithm

Structured Learning

Multiclass Classification

Facial Expression Recognition

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Carlos H. C. Pena, Tsang Ing Ren, Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Alexandre Cunha
An Ensemble Learning Method for Segmentation Fusion. IJCNN (2022)
Pedro D. Marrero-Fernández, Ing Ren Tsang, Ing-Jyh Tsang, Fidel A. Guerrero-Peña, Alexandre Cunha
Deep Metric Structured Learning For Facial Expression Recognition. CoRR (2020)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. ISBI (2020)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. DART/MIL3ID@MICCAI (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha
A Weakly Supervised Method for Instance Segmentation of Biological Cells. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition With Attention Net. CVPR Workshops (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro
Fast and robust multiple ColorChecker detection using deep convolutional neural networks. Image Vis. Comput. 81 (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha
A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion. CoRR (2019)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha
FERAtt: Facial Expression Recognition with Attention Net. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha
J Regularization Improves Imbalanced Multiclass Segmentation. CoRR (2019)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. ICIP (2018)
Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro
Fast and Robust Multiple ColorChecker Detection using Deep Convolutional Neural Networks. CoRR (2018)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Jorge J. G. Leandro, Ricardo Nishihara
Burst ranking for blind multi-image deblurring. CoRR (2018)
Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells. CoRR (2018)
Eloy Rafael Oliveros, Grethel Coello, Pedro D. Marrero-Fernández, Jose María Buades, Antoni Jaume-i-Capó
Evaluation of K-SVD Method in Facial Expression Recognition Based on Sparse Representation Problems. AMDO (2016)
Manuel González Hidalgo, F. A. Guerrero-Peña, Silena Herold-Garcia, Antoni Jaume-i-Capó, Pedro D. Marrero-Fernández
Red Blood Cell Cluster Separation From Digital Images for Use in Sickle Cell Disease. IEEE J. Biomed. Health Informatics 19 (4) (2015)