Antonio José G. Busson

According to our database, Antonio José G. Busson authored at least 32 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Action Segmentation through Self-Supervised Video Features and Positional-Encoded Embeddings.

Guilherme de A. P. Marques, José Matheus Carvalho Boaro, Antonio José G. Busson, Álan L. V. Guedes, Julio Cesar Duarte, Sérgio Colcher

ACM Trans. Multim. Comput. Commun. Appl., September, 2024

Learning Self-distilled Features for Facial Deepfake Detection Using Visual Foundation Models: General Results and Demographic Analysis.

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

J. Interact. Syst., 2024

Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions.

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

CoRR, 2024

2023

Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer.

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

CoRR, 2023

Saturn Platform: Foundation Model Operations and Generative AI for Financial Services.

Antonio José G. Busson, Rennan Gaio, Rafael H. Rocha, Francisco Evangelista, Bruno Rizzi, Luan Carvalho, Rafael Miceli, Marcos Rabaioli, David Favaro

CoRR, 2023

Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer.

Bruno Rocha Gomes, Antonio José G. Busson, José M. C. Boaro, Sérgio Colcher

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

2022

110K Sensitive Video Dataset.

Pedro Vinicius Almeida de Freitas, Gabriel Noronha Pereira dos Santos, Antonio José Grandson Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher

Dataset, February, 2022

Unsupervised method for video action segmentation through spatio-temporal and positional-encoded embeddings.

Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Julio Cesar Duarte, Sérgio Colcher

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

2021

Should I See or Should I Go: Automatic Detection of Sensitive Media in Messaging Apps.

Arthur C. Serra, Paulo Renato C. Mendes, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

Quality Enhancement of Highly Degraded Music Using Deep Learning-Based Prediction Models for Lost Frequencies.

Arthur C. Serra, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

A Cluster-Based Method for Action Segmentation Using Spatio-Temporal and Positional Encoded Embeddings.

Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

2020

Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network.

Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú, Bruno Pereira Dias, André Bulcão

CoRR, 2020

A Cluster-Matching-Based Method for Video Face Recognition.

Paulo Renato C. Mendes, Antonio José G. Busson, Sérgio Colcher, Daniel Schwabe, Álan Lívio Vasconcelos Guedes, Carlos Laufer

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

Decoder-Side Quality Enhancement of JPEG Images Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients.

Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro Mário G. da Veiga, Sérgio Colcher, Álan Lívio Vasconcelos Guedes

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers.

Paulo Renato C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio José G. Busson, Sérgio Colcher

Proceedings of the IEEE International Symposium on Multimedia, 2020

Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames.

Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro M. da Veiga, Álan L. V. Guedes, Sérgio Colcher

Proceedings of the IEEE International Symposium on Multimedia, 2020

2019

A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification.

Eduardo Betine Bucker, Antonio José Grandson Busson, Ruy Luiz Milidiú, Sérgio Colcher, Bruno Pereira Dias, André Bulcão

CoRR, 2019

A Multimodal CNN-based Tool to Censure Inappropriate Video Scenes.

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

CoRR, 2019

Building Knowledge Graphs About Political Agents in the Age of Misinformation.

Daniel Schwabe, Carlos Laufer, Antonio José G. Busson

CoRR, 2019

Deep learning methods for video understanding.

Gabriel N. P. dos Santos, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Ruy Milidiú, Sérgio Colcher

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

A baseline for NSFW video detection in e-learning environments.

Pedro V. A. de Freitas, Gabriel N. P. dos Santos, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

An ergonomic evaluation method using a mobile depth sensor and pose estimation.

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

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

A CNN-Based Tool to Index Emotion on Anime Character Stickers.

Ivan Jesus, Jessica Cardoso, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher, Ruy Luiz Milidiú

Proceedings of the IEEE International Symposium on Multimedia, 2019

A Multiagent System in Aid to the Formation of Groups for Collaborative Learning.

Cícero Costa Quarto, Antonio José G. Busson, Nécio de Lima Veras, Luís Carlos Fonseca, Edson Nascimento, Magda Bercht

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

Formation of Groups for Collaborative Learning: An Approach Based on Profiles of Individual Self-Reports.

Cícero Costa Quarto, Antonio José G. Busson, Luís Carlos Fonseca, Magda Bercht, Ewaldo Eder

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

2018

Ontologies for Representing Relations among Political Agents.

Carlos Laufer, Daniel Schwabe, Antonio José G. Busson

CoRR, 2018

Developing Deep Learning Models for Multimedia Applications in TensorFlow.

Antonio José G. Busson, Lucas Caracas de Figueiredo, Gabriel N. P. dos Santos, André Luiz de Brandão Damasceno, Sérgio Colcher, Ruy Milidiú

Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018

2017

Creating Multimedia Learning Objects.

Carlos de Salles Soares Neto, Thacyla de Sousa Lima, André Luiz de Brandão Damasceno, Antonio José G. Busson

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

A Hypervideo Model for Learning Objects.

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

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

2016

Creating Non-Linear Interactive Narratives with Fábulas Model.

Hedvan Fernandes Pinto, Antonio José Grandson Busson, Carlos de Salles Soares Neto, Samyr Béliche Vale

Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016

Lua2NCL: Framework for Textual Authoring of NCL Applications using Lua.

Daniel de Sousa Moraes, André Luiz Brandão de Damasceno, Antonio José G. Busson, Carlos de Salles Soares Neto

Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016

SceneSync: A Hypermedia Authoring Language for Temporal Synchronism of Learning Objects.

Antonio José G. Busson, André Luiz Brandão de Damasceno, Thacyla de Sousa Lima, Carlos de Salles Soares Neto

Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016