Tiago S. Nazaré

Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask

Moacir Antonelli Ponti, Leonardo Sampaio Ferraz Ribeiro, Tiago S. Nazaré et al. · 2017 · 148 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Image quantization as a dimensionality reduction procedure in color and texture feature extraction

Moacir Antonelli Ponti, Tiago S. Nazaré, Gabriela Salvador Thume · Neurocomputing · 2015 · 71 citations · Full text

Image Analysis, Feature Detection, Machine Vision +11

An empirical study on the effects of different types of noise in image classification tasks

Gabriel B. Costa, Welinton A. Contato, Tiago S. Nazaré et al. · arXiv (Cornell University) · 2016 · 49 citations · Full text

Engineering, Machine Learning, Feature Detection +22

Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?

Tiago S. Nazaré, Rodrigo Fernandes de Mello, Moacir Antonelli Ponti · arXiv (Cornell University) · 2018 · 19 citations · Full text

Surveillance Videos, Appropriate Normalization, Image Analysis +15