Rafael Padilha

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Convolutional Neural Networks

Medical Imaging

Face Verification

Top Venues

Publications

Somya Sharma, Swati Sharma, Rafael Padilha, Emre Kiciman, Ranveer Chandra
Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization. CoRR (2024)
Maria Angels de Luis Balaguer, Vinamra Benara, Renato Luiz de Freitas Cunha, Roberto de M. Estevão Filho, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo O. Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture. CoRR (2024)
João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha
The Age of Synthetic Realities: Challenges and Opportunities. CoRR (2023)
Gabriel Bianchin de Oliveira, Lucas David, Rafael Padilha, Ana Paula da Silva, Francine de Paula, Lucas Infante, Lucio Jorge, Patricia Xavier, Zanoni Dias
Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART (3) (2022)
Antonio Theophilo, Rafael Padilha, Fernanda A. Andaló, Anderson Rocha
Explainable Artificial Intelligence for Authorship Attribution on Social Media. ICASSP (2022)
William Dias, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, Waldir R. de Almeida, Paula D. P. Costa, Anderson Rocha
Cross-dataset emotion recognition from facial expressions through convolutional neural networks. J. Vis. Commun. Image Represent. 82 (2022)
Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs
Content-Aware Detection of Temporal Metadata Manipulation. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Rafael Padilha, Tawfiq Salem, Scott Workman, Fernanda A. Andaló, Anderson Rocha, Nathan Jacobs
Content-Based Detection of Temporal Metadata Manipulation. CoRR (2021)
Rafael Padilha, Fernanda A. Andaló, Bahram Lavi, Luís A. M. Pereira, Anderson Rocha
Temporally sorting images from real-world events. Pattern Recognit. Lett. 147 (2021)
Daniel Ferber, Felipe Vieira, João Dalben, Mariana Ferraz, Nicholas Sato, Gabriel Bianchin de Oliveira, Rafael Padilha, Zanoni Dias
Deep Learning-Based COVID-19 Diagnostics of Low-Quality CT Images. BSB (2021)
Rafael Padilha, Caroline Mazini Rodrigues, Fernanda A. Andaló, Gabriel Bertocco, Zanoni Dias, Anderson Rocha
Forensic Event Analysis: From Seemingly Unrelated Data to Understanding. IEEE Secur. Priv. 18 (6) (2020)
Gabriel Bianchin de Oliveira, Rafael Padilha, André Dorte, Luis Cereda, Luiz Miyazaki, Maurício Lopes, Zanoni Dias
COVID-19 X-ray Image Diagnostic with Deep Neural Networks. BSB (2020)
Rafael Padilha, Fernanda A. Andaló, Anderson Rocha
Improving the Chronological Sorting of Images through Occlusion: A Study on the Notre-Dame Cathedral Fire. ICASSP (2020)
Rafael Padilha, Fernanda A. Andaló, Gabriel Bertocco, Waldir R. de Almeida, William Dias, Thiago Resek, Ricardo da Silva Torres, Jacques Wainer, Anderson Rocha
Two-tiered face verification with low-memory footprint for mobile devices. IET Biom. 9 (5) (2020)
Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, A. Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, R. Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid
A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB (2017)
Herbert Franz Jelinek, Ramon Pires, Rafael Padilha, Siome Goldenstein, Jacques Wainer, Terry Bossomaier, Anderson Rocha
Data fusion for multi-lesion Diabetic Retinopathy detection. CBMS (2012)