Fidel A. Guerrero-Peña

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Perceptron Algorithm

Person Detection

Multiple Classes

Multiclass Learning

Top Venues

Publications

David Latortue, Moetez Kdayem, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting. WACV (Workshops) (2024)
Heitor Rapela Medeiros, David Latortue, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli
MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection. CoRR (2024)
Masih Aminbeidokhti, Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli
Domain Generalization by Rejecting Extreme Augmentations. WACV (2024)
Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel A. Guerrero-Peña, David Latortue, Eric Granger, Marco Pedersoli
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge. CoRR (2024)
Heitor Rapela Medeiros, Fidel A. Guerrero-Peña, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. WACV (2024)
Masih Aminbeidokhti, Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli
Domain Generalization by Rejecting Extreme Augmentations. CoRR (2023)
Heitor Rapela Medeiros, Fidel A. Guerrero-Peña, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. CoRR (2023)
David Latortue, Moetez Kdayem, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting. CoRR (2023)
Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
Re-basin via implicit Sinkhorn differentiation. CVPR (2023)
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)
Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
Re-basin via implicit Sinkhorn differentiation. CoRR (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)
Alejandro Pacheco Morales, Fidel A. Guerrero-Peña, Alejandro Garcés Calvelo, Luis A. Rodríguez Reiners
Method For Recognition of Ocluded Objects. Computación y Sistemas 21 (2) (2017)