Fernando Pereira dos Santos

Generalization of feature embeddings transferred from different video anomaly detection domains

Moacir Antonelli Ponti, Leo Sampaio Ferraz Ribeiro, Fernando Pereira dos Santos, 2019, J. Vis. Commun. Image Represent..

Features transfer learning between domains for image and video recognition tasks

Fernando Pereira dos Santos, 2020 .

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

Moacir Antonelli Ponti, Fernando Pereira dos Santos, Fernando Pereira dos Santos, 2019, SIBGRAPI.

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

Josef Kittler, Fernando Pereira dos Santos, Cemre Zor, 2020, Neural Networks.

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

Moacir Antonelli Ponti, Fernando Pereira dos Santos, 2018, SIBGRAPI.

Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter

Moacir Antonelli Ponti, Fernando Pereira dos Santos, 2019, CAIP.

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

Fernando Pereira dos Santos, Gabriel B. Paranhos da Costa, Moacir A. Ponti, 2019, Appl. Soft Comput..