| Generalization of feature embeddings transferred from different video anomaly detection domains FP dos Santos, LSF Ribeiro, MA Ponti Journal of Visual Communication and Image Representation 60, 407-416, 2019 | 35 | 2019 |
| Robust feature spaces from pre-trained deep network layers for skin lesion classification FP dos Santos, MA Ponti 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2018 | 26 | 2018 |
| Learning image features with fewer labels using a semi-supervised deep convolutional network FP dos Santos, C Zor, J Kittler, MA Ponti Neural Networks, 2020 | 16 | 2020 |
| Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond MA Ponti, FP Santos, LSF Ribeiro, GB Cavallari arXiv preprint arXiv:2109.02752, 2021 | 11 | 2021 |
| Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification FP dos Santos, MA Ponti 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2019 | 10 | 2019 |
| Supervised and unsupervised relevance sampling in handcrafted and deep learning features obtained from image collections MA Ponti, GBP da Costa, FP Santos, KU Silveira Applied Soft Computing 80, 414-424, 2019 | 7 | 2019 |
| Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter FP dos Santos, MA Ponti International Conference on Computer Analysis of Images and Patterns, 269-280, 2019 | 2 | 2019 |
| Features transfer learning for image and video recognition tasks FP dos Santos, MA Ponti Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images, 29-35, 2020 | 1 | 2020 |
| Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling FP dos Santos, GS Thumé, MA Ponti | 1* | |
| Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond M Antonelli Ponti, F Pereira dos Santos, L Sampaio Ferraz Ribeiro, ... arXiv e-prints, arXiv: 2109.02752, 2021 | | 2021 |
| Generalization of feature embeddings transferred from different video anomaly detection domains F Pereira dos Santos, L Sampaio Ferraz Ribeiro, M Antonelli Ponti arXiv e-prints, arXiv: 1901.09819, 2019 | | 2019 |
Moacir Antonelli PontiUniversidade de São Paulo | Mercado LivreVerified email at icmc.usp.br
