Danilo Leite

According to our database, Danilo Leite authored at least 8 papers between 2015 and 2025.

Collaborative distances:

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

2025

Comparative Analysis of CNNs and Vision Transformers for Lesion Classification in Capsule Endoscopy.

Carolina Tabosa, Marta Salgado, Danilo Leite, António Cunha

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Weakly Supervised Semantic Segmentation for UAV-based Vineyard Monitoring: Comparing Heuristic and Transformer-based Pseudo-labelling Strategies.

José Brás, Danilo Leite, Joaquim João Sousa, Raul Morais, António Cunha

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

2024

Comparative Analysis of CNNs and Vision Transformers for Automatic Classification of Abandonment in Douro's Vineyard Parcels.

Danilo Leite, Igor Teixeira, Raul Morais, Joaquim João Sousa, António Cunha

Remote. Sens., 2024

2023

Automatic Detection of Polyps Using Deep Learning.

Francisco Oliveira, Dalila Barbosa, Ishak Paçal, Danilo Leite, António Cunha

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

A Vision Transformer Approach to Fundus Image Classification.

Danilo Leite, José Camara, João M. F. Rodrigues, António Cunha

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

Similarity-Based Explanations for Deep Interpretation of Capsule Endoscopy Images.

Miguel Fontes, Danilo Leite, João Dallyson Sousa de Almeida, António Cunha

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

2021

Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data.

Danilo Leite, Maria Campelos, Ana Fernandes, Pedro Batista, João Melo Beirão, Pedro Menéres, António Cunha

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2015

Educadaisy: Accessible digital didactic book on tablets for people with visual impairment.

Laisa C. P. Costa, Ana Grasielle Dionísio Corrêa, Danilo Leite, Marcelo Knörich Zuffo, Roseli D. Lopes

Proceedings of the IEEE International Conference on Consumer Electronics, 2015