Publications

Gabriel Bertocco, Antônio Theóphilo, Fernanda Andaló, Anderson Rocha (2022). Reasoning for Complex Data through Ensemble-based Self-Supervised Learning. ArXiv.

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William Dias, Fernanda Andaló, Rafael Padilha, Gabriel Bertocco, Waldir Almeida, Paula Costa, and Anderson Rocha. (2021). Cross-dataset emotion recognition from facial expressions through convolutional neural networks. Journal of Visual Communication and Image Representation.

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Gabriel Bertocco, Fernanda Andaló, and Anderson Rocha. (2021). Unsupervised and self-adaptative techniques for cross-domain person re-identification. IEEE Transactions on Information Forensics and Security.

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Rafael Padilha, Antônio Theóphilo, Fernanda A. Andaló, Didier A. Vega-Oliveros, João P. Cardenuto, Gabriel Bertocco, José Nascimento, Jing Yang, and Anderson Roch (2021). The Artificial Intelligence and the challenges on the Digital Forensics Science in the XXI century.

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Rafael Padilha, Caroline Mazini Rodrigues, Fernanda Alcantara Andaló, Gabriel Bertocco, Zanoni Dias (2020). Forensic event analysis: From seemingly unrelated data to understanding. IEEE Security and Privacy.

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Rafael Padilha, Fernanda A Andaló, Gabriel Bertocco, Waldir R Almeida, William Dias, Thiago Resek, Ricardo da S Torres, Jacques Wainer, and Anderson Rocha. (2020). Two-tiered face verification with low-memory footprint for mobile devices. IET Biometrics.

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Waldir R Almeida, Fernanda A Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Ricardo da S Torres, Jacques Wainer (2020). Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function. PloS One.

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Marcos Cirne, Fernanda Andaló, Rafael Dias, Thiago Resek, Gabriel Bertocco, Ricardo da S Torres (2019). Deep face verification for spherical images. 2019 IEEE International Conference on Image Processing (ICIP).

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Gabriel Bertocco, Fernanda Andaló, Ricardo Torres, Jacques Wainer, and Anderson Rocha. (2017). Automatic age range estimation on mobile devices. XV Congress of Scientific Initiation at UNICAMP.

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