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Gabriel Bertocco
Self-supervised learning for fully unsupervised re-identification in real-world applications
Gabriel Bertocco
,
Fernanda Andaló
,
Anderson Rocha
Workshop of Theses and Dissertations, Conference on Graphics, Patterns and Images (WTD/SIBGRAPI)
· 2025
DOI
PDF
1st place
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DéjàVu
Self-supervised learning for fully unsupervised re-identification in real-world applications
Gabriel Bertocco
,
Fernanda Andaló
,
Anderson Rocha
Thesis and Dissertation Contest, Congress of the Brazilian Computer Society (CTD/CSBC)
· 2025
DOI
PDF
1st place
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DéjàVu
Inteligência Artificial: desafios e potencial
Raphael Prates
,
Fernanda Andaló
,
Anderson Rocha
,
Leopoldo Lusquino Filho
,
Gabriel Bertocco
,
Ana Carolina Monari
Opiniões: A formação profissional versus a automatização
· 2025
PDF
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Horus
Vision through distortions: Atmospheric Turbulence-and Clothing-invariant long-range recognition
Gabriel Bertocco
,
Fernanda Andaló
,
Terrance E. Boult
,
Anderson Rocha
IEEE International Workshop on Information Forensics and Security (WIFS)
· 2024
DOI
PDF
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Horus
Realidades sintéticas: surgimento, impactos e desafios
Leopoldo Lusquino Filho
,
Rafael Padilha
,
Michael M. Diniz
,
Gabriel Bertocco
,
Fernanda Andaló
,
Anderson Rocha
A Lanterna
· 2024
PDF
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Horus
Large-scale fully-unsupervised re-identification
Gabriel Bertocco
,
Fernanda Andaló
,
Terrance E. Boult
,
Anderson Rocha
IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM)
· 2024
DOI
PDF
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Horus
AI Knows What You Did Last Summer: Applications in Digital Forensics
Jing Yang
,
José Nascimento
,
Gabriel Bertocco
,
Antonio Theophilo
,
Rafael Padilha
,
Aurea Soriano-Vargas
,
Fernanda Andaló
,
Anderson Rocha
Computer Vision: Challenges, Trends, and Opportunities
· 2024
DOI
PDF
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Horus
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results
Kien Nguyen
,
...
,
Gabriel Bertocco
,
Fernanda Andaló
,
Terrance E. Boult
,
Anderson Rocha
,
others
International Joint Conference on Biometrics (IJCB)
· 2023
DOI
PDF
3rd place
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DéjàVu
Large-scale fully-unsupervised re-identification
Gabriel Bertocco
,
Fernanda Andaló
,
Terrance E. Boult
,
Anderson Rocha
arXiv preprint
· 2023
PDF
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Horus
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution
Gabriel Bertocco
,
Antonio Theofilo
,
Fernanda Andaló
,
Anderson Rocha
IEEE Transactions on Information Forensics and Security (TIFS)
· 2023
DOI
PDF
Code
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DéjàVu
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution
Gabriel Bertocco
,
Antonio Theofilo
,
Fernanda Andaló
,
Anderson Rocha
arXiv preprint
· 2022
PDF
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DéjàVu
Cross-dataset emotion recognition from facial expressions through convolutional neural networks
William Dias
,
Fernanda Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
Waldir Almeida
,
Paula Costa
,
Anderson Rocha
Journal of Visual Communication and Image Representation (JVCI)
· 2022
DOI
PDF
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BioLive
Unsupervised and Self-Adaptative Techniques for Cross-Domain Person Re-Identification
Gabriel Bertocco
,
Fernanda Andaló
,
Anderson Rocha
IEEE Transactions on Information Forensics and Security (TIFS)
· 2021
DOI
PDF
Code
Cite
DéjàVu
A Inteligência Artificial e os desafios da Ciência Forense Digital no século XXI
Rafael Padilha
,
Antônio Theófilo
,
Fernanda Andaló
,
Didier A. Vega-Oliveros
,
João P. Cardenuto
,
Gabriel Bertocco
,
José Nascimento
,
Jing Yang
,
Anderson Rocha
Estudos Avançados
· 2021
DOI
PDF
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Unsupervised and self-adaptative techniques for cross-domain person re-identification
Gabriel Bertocco
,
Fernanda Andaló
,
Anderson Rocha
arXiv preprint
· 2021
PDF
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DéjàVu
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function
Waldir R. Almeida
,
Fernanda Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
William Dias
,
Ricardo da S. Torres
,
Jacques Wainer
,
Anderson Rocha
PLoS ONE
· 2020
DOI
PDF
Dataset RECOD-MPAD
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BioLive
Two-tiered face verification with low-memory footprint for mobile devices
Rafael Padilha
,
Fernanda Andaló
,
Gabriel Bertocco
,
Waldir R. Almeida
,
William Dias
,
Thiago Resek
,
Ricardo da S. Torres
,
Jacques Wainer
,
Anderson Rocha
IET Biometrics
· 2020
DOI
PDF
Dataset RCD-Selfie
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BioLive
Multiple-tiered facial recognition
Fernanda Andaló
,
Rafael Padilha
,
Waldir R. Almeida
,
Gabriel Bertocco
,
Jacques Wainer
,
Ricardo da S. Torres
,
Anderson Rocha
USPTO patent granted, filed by Motorola.
· 2020
PDF
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BioLive
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding
Rafael Padilha
,
Caroline M. Rodrigues
,
Fernanda Andaló
,
Gabriel Bertocco
,
Zanoni Dias
,
Anderson Rocha
IEEE Security & Privacy
· 2020
DOI
PDF
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DéjàVu
Deep face verification for spherical images
Marcos V. M. Cirne
,
Fernanda Andaló
,
Rafael Dias
,
Thiago Resek
,
Gabriel Bertocco
,
Ricardo da S. Torres
,
Anderson Rocha
IEEE International Conference on Image Processing (ICIP)
· 2019
DOI
PDF
Dataset MOT-360 Face dataset
Dataset VGG-360 Face dataset
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BioLive-360
Automatic age range estimation on mobile devices
Gabriel Bertocco
,
Fernanda Andaló
,
Ricardo da S. Torres
,
Jacques Wainer
,
Anderson Rocha
XXV Congresso de Iniciação Científica da Unicamp
· 2017
DOI
PDF
1st place INOVA Unicamp Award
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BioLive
A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios
Zinelabdine Boulkenafet
,
...
,
Waldir R. Almeida
,
Fernanda Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
William Dias
,
Jacques Wainer
,
Ricardo da S. Torres
,
Anderson Rocha
,
others
International Joint Conference on Biometrics (IJCB)
· 2017
DOI
PDF
4th place IJCB competition
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BioLive