Eduardo Sperle Honorato

According to our database, Eduardo Sperle Honorato authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Improving U-Net with Attention Mechanism for Medical Image Segmentation Applications.

Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Agma J. M. Traina, Denis F. Wolf

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Enhancing 3D Object Detection in Autonomous Vehicles: Multi-Sensor Fusion with Attention Mechanisms.

Eduardo Sperle Honorato, Denis Fernando Wolf

Proceedings of the Latin American Robotics Symposium, 2024

Out-of-Distribution Object Detection in Autonomous Vehicles With Yolo Model.

Eduardo Sperle Honorato, Mariana Aya Suzuki Uchida, Thiago Henrique Segreto Silva, Denis Fernando Wolf

Proceedings of the Latin American Robotics Symposium, 2024

2022

Clustering-and-Bagging-based Ensemble for Novelty Detection in Passive Sonar Systems.

Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo da Silva Muniz

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

2021

A Hierarchical Ensemble of LSTM-based Autoencoders for Novelty Detection in Passive Sonar Systems.

Eduardo Sperle Honorato, João Baptista de Oliveira e Souza Filho, Victor Hugo da Silva Muniz

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021