Fernando Pereira dos Santos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Stopping Criterion

Convolutional Neural Network

Transfer Learning

Anisotropic Diffusion

Top Venues

J. Vis. Commun. Image Represent.

Publications

Alexandre Lopes, Fernando Pereira dos Santos, Diulhio Oliveira, Mauricio Schiezaro, Hélio Pedrini
Computer Vision Model Compression Techniques for Embedded Systems:A Survey. Comput. Graph. 123 (2024)
Moacir A. Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond. SIBGRAPI (2021)
Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari
Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond. CoRR (2021)
Fernando Pereira dos Santos, Gabriela Salvador Thumé, Moacir Antonelli Ponti
Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling. SIBGRAPI (2021)
Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti
Learning image features with fewer labels using a semi-supervised deep convolutional network. Neural Networks 132 (2020)
Fernando Pereira dos Santos, Leonardo Sampaio Ferraz Ribeiro, Moacir A. Ponti
Generalization of feature embeddings transferred from different video anomaly detection domains. J. Vis. Commun. Image Represent. 60 (2019)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter. CAIP (2) (2019)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification. SIBGRAPI (2019)
Moacir A. Ponti, Gabriel B. Paranhos da Costa, Fernando Pereira dos Santos, Kaue U. Silveira
Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections. Appl. Soft Comput. 80 (2019)
Fernando Pereira dos Santos, Leonardo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
Generalization of feature embeddings transferred from different video anomaly detection domains. CoRR (2019)
Fernando Pereira dos Santos, Moacir Antonelli Ponti
Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification. SIBGRAPI (2018)