Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification. - Fernando Pereira dos Santos; Moacir Antonelli Ponti (SIBGRAPI, 2018)

Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter. - Fernando Pereira dos Santos; Moacir Antonelli Ponti (CAIP (2), 2019)

Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification. - Fernando Pereira dos Santos; Moacir Antonelli Ponti (SIBGRAPI, 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)

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)

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)

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 (SIBGRAPI, 2021)

Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling. - Fernando Pereira dos Santos; Gabriela Salvador Thumé; Moacir Antonelli Ponti (SIBGRAPI, 2021)

Computer Vision Model Compression Techniques for Embedded Systems:A Survey. - Alexandre Lopes; Fernando Pereira dos Santos; Diulhio Oliveira; Mauricio Schiezaro; Hélio Pedrini (Comput. Graph., 2024)

Computer Vision Model Compression Techniques for Embedded Systems: A Survey. - Alexandre Lopes; Fernando Pereira dos Santos; Diulhio Oliveira; Mauricio Schiezaro; Hélio Pedrini (CoRR, 2024)