Personal information

Other IDs

ResearcherID: K-8251-2016
Scopus Author ID: 56748077700

Countries

Brazil, Canada

Activities

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Employment (3)

Centro de Estudos e Sistemas Avançados do Recife: Recife, Pernambuco, BR

2021-07 to 2022-02 | Artificial Intelligence Specialist
Employment
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

California Institute of Technology: Pasadena, CA, US

2020-03 to 2021-03 | Researcher (CAMBIA Lab)
Employment
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Universidad de Oriente: Santiago de Cuba, Santiago de Cuba, CU

2013-09-01 to 2015-02-15 | Professor (Computer Science)
Employment
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Education and qualifications (4)

California Institute of Technology: Pasadena, CA, US

2018-11-13 to 2019-11-13 | Special Visiting Ph.D. Student
Qualification
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Universidade Federal de Pernambuco: Recife, Pernambuco, BR

2017-03-01 to 2019-11 | Phd (Computer Science)
Education
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Universidade Federal de Pernambuco: Recife, PE, BR

2015-03-01 to 2017-02-17 | Msc (Computer Science)
Education
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Universidad de Oriente: Santiago de Cuba, Santiago de Cuba, CU

2008-09-01 to 2013-06-01 | Bsc (Computer Science)
Education
Source: Self-asserted source
Fidel Alejandro Guerrero Peña

Works (23)

Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge

2025 | Book chapter
DOI: 10.1007/978-3-031-73024-5_4
Contributors: Heitor Rapela Medeiros; Masih Aminbeidokhti; Fidel Alejandro Guerrero Peña; David Latortue; Eric Granger; Marco Pedersoli
Source: check_circle
Crossref

Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras

2023 | Book chapter
DOI: 10.1007/978-3-031-25072-9_46
Contributors: Thomas Dubail; Fidel Alejandro Guerrero Peña; Heitor Rapela Medeiros; Masih Aminbeidokhti; Eric Granger; Marco Pedersoli
Source: check_circle
Crossref

The Cell Tracking Challenge: 10 years of objective benchmarking

Nature Methods
2023-07 | Journal article
DOI: 10.1038/s41592-023-01879-y
Contributors: Martin Maška; Vladimír Ulman; Pablo Delgado-Rodriguez; Estibaliz Gómez-de-Mariscal; Tereza Nečasová; Fidel A. Guerrero Peña; Tsang Ing Ren; Elliot M. Meyerowitz; Tim Scherr; Katharina Löffler et al.
Source: check_circle
Crossref

Burst Ranking for Blind Multi-Image Deblurring

IEEE Transactions on Image Processing
2020 | Journal article
DOI: 10.1109/tip.2019.2936073
Part of ISSN: 1057-7149
Part of ISSN: 1941-0042
Source: Self-asserted source
Fidel Alejandro Guerrero Peña
grade
Preferred source (of 3)‎

Deep metric structured learning for facial expression recognition

arXiv
2020 | Other
EID:

2-s2.0-85124449607

Part of ISSN: 23318422
Contributors: Marrero Fernandez, P.D.; Guerrero Peña, F.A.; Ren, T.I.; Jyh, T.I.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

J Regularization Improves Imbalanced Multiclass Segmentation

Proceedings - International Symposium on Biomedical Imaging
2020 | Conference paper
DOI: 10.1109/ISBI45749.2020.9098550
EID:

2-s2.0-85085859935

Part of ISSN: 19458452 19457928
Contributors: Guerrero Pena, F.A.; Marrero Fernandez, P.D.; Tarr, P.T.; Ren, T.I.; Meyerowitz, E.M.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

A multiple source hourglass deep network for multi-focus image fusion

arXiv
2019 | Other
EID:

2-s2.0-85094273726

Part of ISSN: 23318422
Contributors: Guerrero Peña, F.A.; Marrero Fernández, P.D.; Ren, T.I.; Vasconcelos, G.C.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

A weakly supervised method for instance segmentation of biological cells

arXiv
2019 | Other
EID:

2-s2.0-85095618122

Part of ISSN: 23318422
Contributors: Guerrero-Peña, F.A.; Marrero Fernandez, P.D.; Ren, T.I.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

A Weakly Supervised Method for Instance Segmentation of Biological Cells

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
2019 | Book chapter
DOI: 10.1007/978-3-030-33391-1_25
Part of ISBN: 9783030333904
Part of ISBN: 9783030333911
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Fidel Alejandro Guerrero Peña
grade
Preferred source (of 2)‎

Fast and robust multiple ColorChecker detection using deep convolutional neural networks

Image and Vision Computing
2019 | Journal article
DOI: 10.1016/j.imavis.2018.11.001
EID:

2-s2.0-85057577894
Contributors: Marrero Fernández, P.D.; Guerrero Peña, F.A.; Ing Ren, T.; Leandro, J.J.G.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

FERAtt: Facial expression recognition with attention net

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
2019 | Conference paper
DOI: 10.1109/CVPRW.2019.00112
EID:

2-s2.0-85081126662

Part of ISSN: 21607516 21607508
Contributors: Fernandez, P.D.M.; Pena, F.A.G.; Ren, T.I.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

FERAtt: Facial Expression Recognition with Attention Net

arXiv
2019 | Other
EID:

2-s2.0-85094080635

Part of ISSN: 23318422
Contributors: Fernandez, P.D.M.; Pena, F.A.G.; Ren, T.I.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

J regularization improves imbalanced multiclass segmentation

arXiv
2019 | Other
EID:

2-s2.0-85095638438

Part of ISSN: 23318422
Contributors: Guerrero Peña, F.A.; Marrero Fernandez, P.D.; Tarr, P.T.; Ren, T.I.; Meyerowitz, E.M.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Burst ranking for blind multi-image deblurring

arXiv
2018 | Other
EID:

2-s2.0-85095206893

Part of ISSN: 23318422
Contributors: Guerrero Peña, F.A.; Marrero Fernández, P.D.; Ren, T.I.; Leandro, J.J.G.; Nishihara, R.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Fast and robust multiple ColorChecker detection using deep convolutional neural networks

arXiv
2018 | Other
EID:

2-s2.0-85093250743

Part of ISSN: 23318422
Contributors: Marrero Fernandez, P.D.; Guerrero-Peña, F.A.; Ren, T.I.; Leandro, J.J.G.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Multiclass weighted loss for instance segmentation of cluttered cells

arXiv
2018 | Other
EID:

2-s2.0-85093618288

Part of ISSN: 23318422
Contributors: Guerrero-Peña, F.A.; Marrero Fernandez, P.D.; Ren, T.I.; Yui, M.; Rothenberg, E.; Cunha, A.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells

2018 25th IEEE International Conference on Image Processing (ICIP)
2018-10 | Conference paper
DOI: 10.1109/icip.2018.8451187
ISBN: 9781479970612
Source: Self-asserted source
Fidel Alejandro Guerrero Peña
grade
Preferred source (of 2)‎

Object recognition under severe occlusions with a hidden Markov model approach

Pattern Recognition Letters
2017 | Journal article
DOI: 10.1016/j.patrec.2016.12.022
EID:

2-s2.0-85008406213
Contributors: Guerrero-Peña, F.A.; Vasconcelos, G.C.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Seguimiento de múltiples personas en aplicación de videovigilancia con cámaras de baja resolución

Revista Cubana de Ciencias Informáticas
2017 | Journal article
SOURCE-WORK-ID:

1205171425198-6
Contributors: Garcés Matilla, Aldo; Guerrero Peña, Fidel; Garcés Calvelo, Alejandro; Hernández Silva, Elisa; Matilla Belett, Magali
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via ResearcherID

Un método para el reconocimiento de objetos ocluidos

Computación y Sistemas
2017 | Journal article
SOURCE-WORK-ID:

1205171425198-5
Contributors: Pacheco Morales, Alejandro; Guerrero Peña, Fidel; Garcés Calvelo, Alejandro; Rodriguez Reiners, Luis A
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via ResearcherID

Métodos computacionales para estudio de la anemia drepanocítica

Revista Cubana de Informática Médica
2016 | Journal article
SOURCE-WORK-ID:

1205171425198-2
Contributors: Garcia, Silena Herold; Fernandez, Pedro Marrero; Pena, Fidel Guerrero; Arnau, Ximo Gual; Pedron, Arquimedes Montoya; i Capo, Antoni Jaume
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via ResearcherID

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

2016 IEEE 8th International Conference on Intelligent Systems, IS 2016 - Proceedings
2016 | Conference paper
DOI: 10.1109/IS.2016.7737478
EID:

2-s2.0-85006059582
Contributors: Guerrero-Pena, F.A.; Vasconcelos, G.C.
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via Scopus - Elsevier

Red Blood Cell Cluster Separation from Digital Images for use in Sickle Cell Disease

IEEE journal of biomedical and health informatics
2015 | Journal article
DOI: 10.1109/JBHI.2014.2356402
WOSUID:

WOS:000358620500039
Contributors: Gonzalez-Hidalgo, Manuel; Guerrero-Pena, FA; Herold-Garcia, S; Jaume-i-Capó, Antoni; Marrero-Fernandez, PD
Source: Self-asserted source
Fidel Alejandro Guerrero Peña via ResearcherID
grade
Preferred source (of 2)‎
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