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 · 2.1K citations · Full text

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 · 220 citations · Full text

Precision Agriculture, Engineering, Feature Selection +18

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 · 203 citations

Image Classification, High Resolution, Machine Vision +11

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 · 182 citations

Image Classification, Precision Agriculture, Image Analysis +15

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 · 115 citations

Engineering, Thermography, Data Science +14