Diego Rafael Lúcio

Idiomas

Áreas de atuação

Participação em eventos

Produções bibliográficas

• PATI, SARTHAK ; BAID, UJJWAL ; EDWARDS, BRANDON ; SHELLER, MICAH ; WANG, SHIH-HAN ; REINA, G. ANTHONY ; FOLEY, PATRICK ; GRUZDEV, ALEXEY ; KARKADA, DEEPTHI ; DAVATZIKOS, CHRISTOS ; SAKO, CHIHARU ; GHODASARA, SATYAM ; BILELLO, MICHEL ; MOHAN, SUYASH ; VOLLMUTH, PHILIPP ; BRUGNARA, GIANLUCA ; PREETHA, CHANDRAKANTH J. ; SAHM, FELIX ; MAIER-HEIN, KLAUS ; LUCIO, D. R. . Author Correction: Federated learning enables big data for rare cancer boundary detection. Nature Communications , v. 14, p. 1-1, 2023.

• VITEK, MATEJ ; DAS, ABHIJIT ; LUCIO, DIEGO RAFAEL ; ZANLORENSI, LUIZ ANTONIO ; MENOTTI, DAVID ; KHIARAK, JALIL NOURMOHAMMADI ; SHAHPAR, MOHSEN AKBARI ; ASGARI-CHENAGHLU, MEYSAM ; JARYANI, FARHANG ; TAPIA, JUAN E. ; VALENZUELA, ANDRES ; WANG, CAIYONG ; WANG, YUNLONG ; HE, ZHAOFENG ; SUN, ZHENAN ; BOUTROS, FADI ; DAMER, NASER ; GREBE, JONAS HENRY ; KUIJPER, ARJAN ; RAJA, KIRAN . Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach. IEEE Transactions on Information Forensics and Security , v. 18, p. 190-205, 2023.

• PATI, SARTHAK ; BAID, UJJWAL ; EDWARDS, BRANDON ; SHELLER, MICAH ; WANG, SHIH-HAN ; REINA, G. ANTHONY ; FOLEY, PATRICK ; GRUZDEV, ALEXEY ; KARKADA, DEEPTHI ; DAVATZIKOS, CHRISTOS ; SAKO, CHIHARU ; GHODASARA, SATYAM ; BILELLO, MICHEL ; MOHAN, SUYASH ; VOLLMUTH, PHILIPP ; BRUGNARA, GIANLUCA ; PREETHA, CHANDRAKANTH J. ; SAHM, FELIX ; MAIER-HEIN, KLAUS ; LUCIO, D. R. . Federated learning enables big data for rare cancer boundary detection. Nature Communications , v. 13, p. 1-1, 2022.

• ZANLORENSI, LUIZ A. ; LAROCA, RAYSON ; LUCIO, DIEGO R. ; SANTOS, LUCAS R. ; BRITTO, ALCEU S. ; MENOTTI, DAVID . A new periocular dataset collected by mobile devices in unconstrained scenarios. Scientific Reports , v. 12, p. 1-1, 2022.

• SILVA, PEDRO ; LUZ, EDUARDO ; SILVA, GUILHERME ; MOREIRA, GLADSTON ; SILVA, RODRIGO ; LUCIO, DIEGO ; MENOTTI, DAVID . COVID-19 detection in CT images with deep learning: A voting-based scheme and cross-datasets analysis. Informatics in Medicine Unlocked , v. 20, p. 100427, 2020.

• ZANLORENSI, LUIZ A. ; LUCIO, DIEGO RAFAEL ; BRITTO JUNIOR, ALCEU DE SOUZA ; PROENÇA, HUGO ; MENOTTI, DAVID . Deep representations for cross-spectral ocular biometrics. IET Biometrics , v. 9, p. 68-77, 2020.

• NANNI, L. ; COSTA, Y.M.G. ; LUCIO, D.R. ; SILLA, C.N. ; BRAHNAM, S. . Combining visual and acoustic features for audio classification tasks. Pattern Recognition Letters , v. 88, p. 49-56, 2017.

• VITEK, M. ; DAS, A. ; POURCENOUX, Y. ; MISSLER, A. ; PAUMIER, C. ; DAS, S. ; DE GHOSH, I. ; LUCIO, D. R. ; ZANLORENSI, L. A. ; MENOTTI, D. ; BOUTROS, F. ; DAMER, N. ; GREBE, J. H. ; KUIJPER, A. ; HU, J. ; HE, Y. ; WANG, C. ; LIU, H. ; WANG, Y. ; SUN, Z. . SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment. In: 2020 IEEE International Joint Conference on Biometrics (IJCB), 2020, Houston. 2020 IEEE International Joint Conference on Biometrics (IJCB), 2020. p. 1.

• MENOTTI, DAVID ; LUCIO, DIEGO ; KIMURA, GABRIELA ; BRITTO JR., ALCEU . CNN Hyperparameter Tuning Applied to Iris Liveness Detection. In: 15th International Conference on Computer Vision Theory and Applications, 2020, Valletta. Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020. p. 428.

• LUCIO, DIEGO R. ; LAROCA, RAYSON ; ZANLORENSI, LUIZ A. ; MOREIRA, GLADSTON ; MENOTTI, DAVID . Simultaneous Iris and Periocular Region Detection Using Coarse Annotations. In: 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2019, Rio de Janeiro. 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2019. p. 178.

• S. BEZERRA, CIDES ; LAROCA, RAYSON ; R. LUCIO, DIEGO ; SEVERO, EVAIR ; F. OLIVEIRA, LUCAS ; BRITTO, ALCEU S. ; MENOTTI, DAVID . Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, Parana. 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018. p. 281.

• LUCIO, DIEGO R. ; LAROCA, RAYSON ; SEVERO, EVAIR ; BRITTO, ALCEU S. ; MENOTTI, DAVID . Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation. In: 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS), 2018, Redondo Beach. 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS), 2018. p. 1.

• ZOTTESSO, RAFAEL H. D. ; MATSUSHITA, GUSTAVO H. G. ; LUCIO, DIEGO RAFAEL ; COSTA, YANDRE M. G. . Automatic segmentation of audio signal in bird species identification. In: 2016 35th International Conference of the Chilean Computer Science Society (SCCC), 2016, Valparaíso. 2016 35th International Conference of the Chilean Computer Science Society (SCCC). p. 1.

• LUCIO, DIEGO RAFAEL ; E GOMES DA COSTA, YANDRE MALDONADO . Bird species classification using visual and acoustic features extracted from audio signal. In: 2016 35th International Conference of the Chilean Computer Science Society (SCCC), 2016, Valparaíso. 2016 35th International Conference of the Chilean Computer Science Society (SCCC). p. 1.

• NANNI, LORIS ; COSTA, YANDRE M.G. ; LUCIO, DIEGO R. ; SILLA, CARLOS N. ; BRAHNAM, SHERYL . Combining Visual and Acoustic Features for Bird Species Classification. In: 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI), 2016, San Jose. 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI). p. 396.

• LUCIO, DIEGO RAFAEL ; MALDONADO, YANDRE ; DA COSTA, GOMES . Bird species classification using spectrograms. In: 2015 XLI Latin American Computing Conference (CLEI), 2015, Arequipa. 2015 Latin American Computing Conference (CLEI). p. 1.

• LUCIO, D. R. ; CHAVES, A. P. ; STEINMACHER, I. . Um aplicativo para dispositivos móveis voltado para usuários de transporte público. In: Encontro Paranaense de Computação, 2011, Cascavel. IV Encontro Paranaense de Computação, 2011.

• LUCIO, D. R. . UM APLICATIVO PARA DISPOSITIVOS MÓVEIS VOLTADO PARA USUÁRIOS DE TRANSPORTE PÚBLICO 2011 (Trabalho de Conclusão de Curso).

Prêmios