Otávio A. B. Penatti

Towards better exploiting convolutional neural networks for remote sensing scene classification

Keiller Nogueira, Otávio A. B. Penatti, Jefersson A. dos Santos · Pattern Recognition · 2016 · 900 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +15

Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?

Otávio A. B. Penatti, Keiller Nogueira, Jefersson A. dos Santos · 2015 · 708 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Engineering +20

Nearest neighbors distance ratio open-set classifier

Pedro Ribeiro Mendes Júnior, Roberto Souza, Rafael de Oliveira Werneck et al. · Machine Learning · 2016 · 269 citations · Full text

Classification Method, Machine Vision, Machine Learning +10

Comparative study of global color and texture descriptors for web image retrieval

Otávio A. B. Penatti, Eduardo Valle, Ricardo da Silva Torres · Journal of Visual Communication and Image Representation · 2011 · 191 citations

Image Analysis, Information Retrieval, Engineering +11

EVALUATING THE POTENTIAL OF TEXTURE AND COLOR DESCRIPTORS FOR REMOTE SENSING IMAGE RETRIEVAL AND CLASSIFICATION

Jefersson A. dos Santos, Otávio A. B. Penatti, Ricardo da Silva Torres · 2010 · 95 citations · Full text

Remote Sensing Images, Engineering, Image Retrieval +16