Isabel Sargent

Joint Deep Learning for land cover and land use classification

Ce Zhang, Isabel Sargent, Xin Pan et al. · Remote Sensing of Environment · 2018 · 457 citations

Convolutional Neural Network, Machine Vision, Machine Learning +11

An object-based convolutional neural network (OCNN) for urban land use classification

Ce Zhang, Isabel Sargent, Xin Pan et al. · Remote Sensing of Environment · 2018 · 420 citations

Urban Geography, Image Classification, Machine Vision +14

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

Ce Zhang, Xin Pan, Huapeng Li et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 402 citations

Image Classification, Image Analysis, Machine Learning +13

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

Ce Zhang, Paula A. Harrison, Xin Pan et al. · Remote Sensing of Environment · 2019 · 109 citations · Full text

Land Cover Classification, Convolutional Neural Network, Image Classification +8

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images

Ce Zhang, Isabel Sargent, Xin Pan et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 73 citations