Brian Alan Johnson

Deep learning in remote sensing applications: A meta-analysis and review

Lei Ma, Yü Liu, Xueliang Zhang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 2.1K citations · Full text

Unsupervised image segmentation evaluation and refinement using a multi-scale approach

Brian Alan Johnson, Zhixiao Xie · ISPRS Journal of Photogrammetry and Remote Sensing · 2011 · 318 citations

Scene Analysis, Image Analysis, Machine Learning +11

Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification

Shahab Jozdani, Brian Alan Johnson, Dongmei Chen · Remote Sensing · 2019 · 215 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Integrating OpenStreetMap crowdsourced data and Landsat time-series imagery for rapid land use/land cover (LULC) mapping: Case study of the Laguna de Bay area of the Philippines

Brian Alan Johnson, Kotaro Iizuka · Applied Geography · 2016 · 148 citations

Cartography, Geospatial Mapping, Engineering +11

Classifying a high resolution image of an urban area using super-object information

Brian Alan Johnson, Zhixiao Xie · ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · 146 citations

Image Classification, Super-object Information, Machine Vision +14