Fidel A. Guerrero-Peña

According to our database, Fidel A. Guerrero-Peña authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection.

Heitor Rapela Medeiros, David Latortue, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli

CoRR, 2024

HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information.

Heitor Rapela Medeiros, Fidel A. Guerrero-Peña, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting.

David Latortue, Moetez Kdayem, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Domain Generalization by Rejecting Extreme Augmentations.

Masih Aminbeidokhti, Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge.

Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel Alejandro Guerrero Peña, David Latortue, Eric Granger, Marco Pedersoli

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Re-basin via implicit Sinkhorn differentiation.

Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

An Ensemble Learning Method for Segmentation Fusion.

Carlos H. C. Pena, Tsang Ing Ren, Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Alexandre Cunha

Proceedings of the International Joint Conference on Neural Networks, 2022

U-Net Based Discriminator for Real-World Super-Resolution.

Kevin Ian Ruiz Vargas, Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Leonardo Lanfranchi, Ing Jyh Tsang, Tsang Ing Ren

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras.

Thomas Dubail, Fidel Alejandro Guerrero Peña, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2020

Burst Ranking for Blind Multi-Image Deblurring.

Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Tsang Ing Ren, Jorge de Jesus Gomes Leandro, Ricardo Massahiro Nishihara

IEEE Trans. Image Process., 2020

Deep Metric Structured Learning For Facial Expression Recognition.

Pedro D. Marrero-Fernández, Ing Ren Tsang, Ing-Jyh Tsang, Fidel A. Guerrero-Peña, Alexandre Cunha

CoRR, 2020

J Regularization Improves Imbalanced Multiclass Segmentation.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Paul T. Tarr, Tsang Ing Ren, Elliot M. Meyerowitz, Alexandre Cunha

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Fast and robust multiple ColorChecker detection using deep convolutional neural networks.

Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Jorge J. G. Leandro

Image Vis. Comput., 2019

A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha

CoRR, 2019

A Weakly Supervised Method for Instance Segmentation of Biological Cells.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Alexandre Cunha

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

FERAtt: Facial Expression Recognition With Attention Net.

Pedro D. Marrero-Fernández, Fidel A. Guerrero-Peña, Tsang Ing Ren, Alexandre Cunha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells.

Fidel A. Guerrero-Peña, Pedro D. Marrero-Fernández, Tsang Ing Ren, Mary Yui, Ellen Rothenberg, Alexandre Cunha

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Object recognition under severe occlusions with a hidden Markov model approach.

F. A. Guerrero-Peña, Germano C. Vasconcelos

Pattern Recognit. Lett., 2017

Method For Recognition of Ocluded Objects.

Alejandro Pacheco Morales, Fidel A. Guerrero-Peña, Alejandro Garcés Calvelo, Luis Angel Rodriguez Reiners

Computación y Sistemas, 2017

2016

Search-space sorting with hidden Markov models for occluded object recognition.

F. A. Guerrero-Peña, Germano C. Vasconcelos

Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

2015

Red Blood Cell Cluster Separation From Digital Images for Use in Sickle Cell Disease.

Manuel González Hidalgo, F. A. Guerrero-Peña, Silena Herold-García, Antoni Jaume-i-Capó, Pedro D. Marrero-Fernández

IEEE J. Biomed. Health Informatics, 2015