Lei Ma

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 · 2.3K citations · Full text

Computing, Computer Science, Geoinformatics +17

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers

Lei Ma, Tengyu Fu, Thomas Blaschke et al. · ISPRS International Journal of Geo-Information · 2017 · 235 citations · Full text

Computing, Precision Agriculture, Computer Vision +16

Training set size, scale, and features in Geographic Object-Based Image Analysis of very high resolution unmanned aerial vehicle imagery

Lei Ma, Liang Cheng, Manchun Li et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 204 citations

Computing, Geoinformatics, Computer Vision +15

A systematic comparison of different object-based classification techniques using high spatial resolution imagery in agricultural environments

Manchun Li, Lei Ma, Thomas Blaschke et al. · International Journal of Applied Earth Observation and Geoinformation · 2016 · 186 citations

Computing, Geoinformatics, Precision Agriculture +16

Identifying industrial heat sources using time-series of the VIIRS Nightfire product with an object-oriented approach

Yongxue Liu, Chuanmin Hu, Wenfeng Zhan et al. · Remote Sensing of Environment · 2017 · 118 citations

Engineering, Industrial Engineering, Systems Engineering +16