Rafael Padilha
Rafael Padilha
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2022
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2012
Explainable Artificial Intelligence for Authorship Attribution on Social Media
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022)
Antônio Theóphilo
,
Rafael Padilha
,
Fernanda A. Andaló
,
Anderson Rocha
PDF
DéjàVu
Supplementary
Content-Aware Detection of Temporal Metadata Manipulation
IEEE Trans. on Information Forensics and Security (TIFS)
Rafael Padilha
,
Tawfiq Salem
,
Scott Workman
,
Fernanda A. Andaló
,
Anderson Rocha
,
Nathan Jacobs
DOI
PDF
Code
DéjàVu
Supplementary
Papers With Code
Bias Assessment in Medical Imaging Analysis: a Case Study on Retinal OCT Image Classification
International Conference on Agents and Artificial Intelligence (ICAART 2022)
Gabriel Oliveira
,
Lucas David
,
Rafael Padilha
,
Ana Paula da Silva
,
Francine de Paula
,
Lucas Infante
,
Lucio Jorge
,
Patricia Xavier
,
Zanoni Dias
PDF
Cross-dataset emotion recognition from facial expressions through convolutional neural networks
Journal of Visual Communitation and Image Representation - 2021
William Dias
,
Fernanda A. Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
Waldir Almeida
,
Paula Costa
,
Anderson Rocha
DOI
PDF
BioLive
Supplementary
Deep Learning-based COVID-19 diagnostics of low-quality CT images
Brazilian Symposium on Bioinformatics (BSB 2021)
Daniel Ferber
,
Felipe Vieira
,
João Dalben
,
Mariana Ferraz
,
Nicholas Sato
,
Gabriel Oliveira
,
Rafael Padilha
,
Zanoni Dias
DOI
PDF
Slides
Temporally Sorting Images from Real-World Events
Pattern Recognition Letters - 2021
Rafael Padilha
,
Fernanda A. Andaló
,
Bahram Lavi
,
Luís A. M. Pereira
,
Anderson Rocha
DOI
PDF
Code
DéjàVu
ND Dataset
A Inteligência Artificial e os desafios da Ciência Forense Digital no século XXI
Estudos Avançados USP - 2021
Rafael Padilha
,
Antônio Theóphilo
,
Fernanda A. Andaló
,
Didier A. Vega-Oliveros
,
João P. Cardenuto
,
Gabriel Bertocco
,
José Nascimento
,
Jing Yang
,
Anderson Rocha
DOI
PDF
DéjàVu
USP - Estudos Avançados
Unraveling the Notre Dame Cathedral fire in space and time: an X-coherence approach
Crime Science and Digital Forensics: A Holistic View
Rafael Padilha
,
Fernanda A. Andaló
,
Luís A. M. Pereira
,
Anderson Rocha
DOI
PDF
DéjàVu
CRC Press
COVID-19 X-ray Image Diagnostic with Deep Neural Networks
Brazilian Symposium on Bioinformatics (BSB 2020)
Gabriel Oliveira
,
Rafael Padilha
,
André Dorte
,
Luis Cereda
,
Luiz Miyazaki
,
Maurício Lopes
,
Zanoni Dias
DOI
Best paper award
PDF
Slides
Video
Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function
PLOS ONE - 2020
Waldir Almeida
,
Fernanda A. Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
William Dias
,
Ricardo Torres
,
Jacques Wainer
,
Anderson Rocha
DOI
PDF
Dataset
BioLive
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding
IEEE Security and Privacy - 2020
Rafael Padilha
,
Caroline M. Rodrigues
,
Fernanda A. Andaló
,
Gabriel Bertocco
,
Zanoni Dias
,
Anderson Rocha
DOI
PDF
DéjàVu
Two-tiered face verification with low-memory footprint for mobile devices
IET Biometrics - 2020
Rafael Padilha
,
Fernanda A. Andaló
,
Gabriel Bertocco
,
Waldir Almeida
,
William Dias
,
Thiago Resek
,
Ricardo Torres
,
Jacques Wainer
,
Anderson Rocha
DOI
PDF
Dataset
BioLive
Improving the chronological sorting of images through occlusion: A study on the Notre-Dame cathedral fire
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020)
Rafael Padilha
,
Fernanda A. Andaló
,
Anderson Rocha
DOI
PDF
Slides
Video
Dataset
DéjàVu
Two-tiered facial verification for mobile devices
Workshop of Theses and Dissertations, 31st Conference on Graphics, Patterns and Images (WTD/SIBGRAPI)
Rafael Padilha
,
Fernanda A. Andaló
,
Ricardo da S. Torres
,
Anderson Rocha
,
Jacques Wainer
PDF
BioLive
Multiple-tiered facial recognition
USPTO Patent
Fernanda A. Andaló
,
Rafael Padilha
,
Waldir Almeida
,
Gabriel Bertocco
,
Jacques Wainer
,
Ricardo da S. Torres
,
Anderson Rocha
PDF
BioLive
A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios
International Joint Conference on Biometrics (IJCB 2017)
Zinelabdine Boulkenafet
,
…
,
Waldir Almeida
,
Fernanda A. Andaló
,
Rafael Padilha
,
Gabriel Bertocco
,
William Dias
,
Jacques Wainer
,
Ricardo da S. Torres
,
Anderson Rocha
,
others
DOI
4th Place IJCB competition
BioLive
Quality control and multi-lesion detection in automated retinopathy classification using a visual words dictionary
International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013)
Hebert F. Jelinek
,
Ramon Pires
,
Rafael Padilha
,
Siome Goldenstein
,
Jacques Wainer
,
Anderson Rocha
Diabetic Retinophaty
Data fusion for multi-lesion diabetic retinopathy detection
IEEE International Symposium on Computer-Based Medical Systems (CBMS 2012)
Hebert F. Jelinek
,
Ramon Pires
,
Rafael Padilha
,
Siome Goldenstein
,
Jacques Wainer
,
Terry Bossomaier
,
Anderson Rocha
DOI
Diabetic Retinophaty
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