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ORCIDAntonio José G. Busson
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Journal Articles
- 2024
[j1]Yan Martins Braz Gurevitz Cunha
, Bruno Rocha Gomes, José Matheus Carvalho Boaro, Daniel de Sousa Moraes, Antonio José Grandson Busson, Julio Cesar Duarte, Sérgio Colcher:
Learning Self-distilled Features for Facial Deepfake Detection Using Visual Foundation Models: General Results and Demographic Analysis. J. Interact. Syst. 15(1): 682-694 (2024)
Conference and Workshop Papers
- 2023
- [c21]Bruno Rocha Gomes, Antonio José G. Busson, José M. C. Boaro, Sérgio Colcher:
Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer. WebMedia 2023: 177-183 - 2022
- [c20]Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Julio Cesar Duarte, Sérgio Colcher:
Unsupervised method for video action segmentation through spatio-temporal and positional-encoded embeddings. MMSys 2022: 136-149 - 2021
- [c19]Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher:
A Cluster-Based Method for Action Segmentation Using Spatio-Temporal and Positional Encoded Embeddings. WebMedia 2021: 181-187 - [c18]Arthur C. Serra, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher:
Quality Enhancement of Highly Degraded Music Using Deep Learning-Based Prediction Models for Lost Frequencies. WebMedia 2021: 205-211 - [c17]Arthur C. Serra, Paulo Renato C. Mendes, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher:
Should I See or Should I Go: Automatic Detection of Sensitive Media in Messaging Apps. WebMedia 2021: 229-236 - 2020
- [c16]Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro M. da Veiga, Álan L. V. Guedes, Sérgio Colcher:
Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames. ISM 2020: 29-32 - [c15]Paulo Renato C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio José G. Busson, Sérgio Colcher:
A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers. ISM 2020: 158-161 - [c14]Paulo Renato C. Mendes, Antonio José G. Busson, Sérgio Colcher, Daniel Schwabe, Álan Lívio Vasconcelos Guedes, Carlos Laufer:
A Cluster-Matching-Based Method for Video Face Recognition. WebMedia 2020: 97-104 - [c13]Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro Mário G. da Veiga, Sérgio Colcher, Álan Lívio Vasconcelos Guedes:
Decoder-Side Quality Enhancement of JPEG Images Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients. WebMedia 2020: 129-136 - 2019
- [c12]Cícero Costa Quarto, Antonio José G. Busson, Nécio de Lima Veras, Luís Carlos Fonseca, Edson Nascimento, Magda Bercht:
A Multiagent System in Aid to the Formation of Groups for Collaborative Learning. ICALT 2019: 124-126 - [c11]Cícero Costa Quarto, Antonio José G. Busson, Luís Carlos Fonseca, Magda Bercht, Ewaldo Eder:
Formation of Groups for Collaborative Learning: An Approach Based on Profiles of Individual Self-Reports. ICALT 2019: 134-136 - [c10]Ivan Jesus, Jessica Cardoso, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher, Ruy Luiz Milidiú:
A CNN-Based Tool to Index Emotion on Anime Character Stickers. ISM 2019: 319-322 - [c9]Gabriel N. P. dos Santos, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Ruy Milidiú, Sérgio Colcher:
Deep learning methods for video understanding. WebMedia 2019: 21-23 - [c8]Pedro V. A. de Freitas, Gabriel N. P. dos Santos, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher:
A baseline for NSFW video detection in e-learning environments. WebMedia 2019: 357-360 - [c7]Pedro Vinicius A. de Freitas, Paulo Renato C. Mendes, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Giovanni Lucca França da Silva, Anselmo Cardoso de Paiva, Sérgio Colcher:
An ergonomic evaluation method using a mobile depth sensor and pose estimation. WebMedia 2019: 445-452 - 2018
- [c6]Antonio José G. Busson, Lucas Caracas de Figueiredo, Gabriel N. P. dos Santos, André Luiz de Brandão Damasceno, Sérgio Colcher, Ruy Milidiú:
Developing Deep Learning Models for Multimedia Applications in TensorFlow. WebMedia 2018: 7-9 - 2017
- [c5]Antonio José G. Busson, André Luiz de Brandão Damasceno, Roberto Gerson De Albuquerque Azevedo, Carlos de Salles Soares Neto, Thacyla de Sousa Lima, Sérgio Colcher:
A Hypervideo Model for Learning Objects. HT 2017: 245-253 - [c4]Carlos de Salles Soares Neto, Thacyla de Sousa Lima, André Luiz de Brandão Damasceno, Antonio José G. Busson:
Creating Multimedia Learning Objects. WebMedia 2017: 19-21 - 2016
- [c3]Daniel de Sousa Moraes, André Luiz Brandão de Damasceno, Antonio José G. Busson, Carlos de Salles Soares Neto:
Lua2NCL: Framework for Textual Authoring of NCL Applications using Lua. WebMedia 2016: 47-54 - [c2]Antonio José G. Busson, André Luiz Brandão de Damasceno, Thacyla de Sousa Lima, Carlos de Salles Soares Neto:
SceneSync: A Hypermedia Authoring Language for Temporal Synchronism of Learning Objects. WebMedia 2016: 175-182 - [c1]Hedvan Fernandes Pinto, Antonio José Grandson Busson, Carlos de Salles Soares Neto, Samyr Béliche Vale:
Creating Non-Linear Interactive Narratives with Fábulas Model. WebMedia 2016: 207-210
Data and Artifacts
- 2022
- [d1]Pedro Vinicius Almeida de Freitas, Gabriel Noronha Pereira dos Santos, Antonio José Grandson Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher:
110K Sensitive Video Dataset. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i11]Daniel de S. Moraes, Pedro T. C. Santos, Polyana B. da Costa, Matheus A. S. Pinto, Ivan de J. P. Pinto, Álvaro Mário G. da Veiga, Sérgio Colcher, Antonio José G. Busson, Rafael H. Rocha, Rennan Gaio, Rafael Miceli, Gabriela Tourinho, Marcos Rabaioli, Leandro Santos, Fellipe Marques, David Favaro:
Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions. CoRR abs/2401.06790 (2024) - 2023
- [i10]Antonio José G. Busson, Rennan Gaio, Rafael H. Rocha, Francisco Evangelista, Bruno Rizzi, Luan Carvalho, Rafael Miceli, Marcos Rabaioli, David Favaro:
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services. CoRR abs/2312.07721 (2023) - [i9]Antonio José G. Busson, Rafael H. Rocha, Rennan Gaio, Rafael Miceli, Ivan Pereira, Daniel de S. Moraes, Sérgio Colcher, Álvaro M. da Veiga, Bruno Rizzi, Francisco Evangelista, Leandro Santos, Fellipe Marques, Marcos Rabaioli, Diego Feldberg, Debora Mattos, João Pasqua, Diogo Dias:
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer. CoRR abs/2312.07730 (2023) - 2020
- [i8]Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú, Bruno Pereira Dias, André Bulcão:
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network. CoRR abs/2005.03626 (2020) - [i7]Paulo Renato C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio José G. Busson, Sérgio Colcher:
A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers. CoRR abs/2010.04676 (2020) - [i6]Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro M. da Veiga, Álan L. V. Guedes, Sérgio Colcher:
Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames. CoRR abs/2010.05760 (2020) - [i5]Paulo Renato C. Mendes, Antonio José G. Busson, Sérgio Colcher, Daniel Schwabe, Álan L. V. Guedes, Carlos Laufer:
A Cluster-Matching-Based Method for Video Face Recognition. CoRR abs/2010.11732 (2020) - 2019
- [i4]Daniel Schwabe, Carlos Laufer, Antonio José G. Busson:
Building Knowledge Graphs About Political Agents in the Age of Misinformation. CoRR abs/1901.11408 (2019) - [i3]Pedro V. A. de Freitas, Paulo Renato C. Mendes, Gabriel N. P. dos Santos, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher, Ruy Luiz Milidiú:
A Multimodal CNN-based Tool to Censure Inappropriate Video Scenes. CoRR abs/1911.03974 (2019) - [i2]Eduardo Betine Bucker, Antonio José Grandson Busson, Ruy Luiz Milidiú, Sérgio Colcher, Bruno Pereira Dias, André Bulcão:
A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification. CoRR abs/1912.01148 (2019) - 2018
- [i1]Carlos Laufer, Daniel Schwabe, Antonio José G. Busson:
Ontologies for Representing Relations among Political Agents. CoRR abs/1804.06015 (2018)
Coauthor Index
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