John Ray Bergado

Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

Claudio Persello, Valentyn Tolpekin, John Ray Bergado et al. · Remote Sensing of Environment · 2019 · 186 citations · Full text

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks

Nicholus Mboga, Claudio Persello, John Ray Bergado et al. · Remote Sensing · 2017 · 135 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +16

Predicting wildfire burns from big geodata using deep learning

John Ray Bergado, Claudio Persello, Karin Reinke et al. · Safety Science · 2021 · 66 citations · Full text

Engineering, Machine Learning, Data Science +5

A deep learning approach to the classification of sub-decimetre resolution aerial images

John Ray Bergado, Claudio Persello, Caroline Gevaert · 2016 · 39 citations · Full text

Convolutional Neural Network, High Resolution, Engineering +17

Classification of multitemporal SAR images using convolutional neural networks and Markov random fields

Carolyne Danilla, Claudio Persello, Valentyn Tolpekin et al. · 2017 · 14 citations

Convolutional Neural Network, Engineering, Image Classification +22