Fernando Pereira dos Santos

According to our database, Fernando Pereira dos Santos authored at least 8 papers between 2018 and 2021.

Collaborative distances:

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

2021

Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling.

Fernando Pereira dos Santos, Gabriela Salvador Thumé, Moacir Antonelli Ponti

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond.

Moacir A. Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

2020

Learning image features with fewer labels using a semi-supervised deep convolutional network.

Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti

Neural Networks, 2020

2019

Generalization of feature embeddings transferred from different video anomaly detection domains.

Fernando Pereira dos Santos, Leonardo Sampaio Ferraz Ribeiro, Moacir A. Ponti

J. Vis. Commun. Image Represent., 2019

Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections.

Moacir A. Ponti, Gabriel B. Paranhos da Costa, Fernando Pereira dos Santos, Kaue U. Silveira

Appl. Soft Comput., 2019

Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification.

Fernando Pereira dos Santos, Moacir Antonelli Ponti

Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter.

Fernando Pereira dos Santos, Moacir Antonelli Ponti

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification.

Fernando Pereira dos Santos, Moacir Antonelli Ponti

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018