Xiaoxue Ma

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

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods

Lei Ma, Manchun Li, Thomas Blaschke et al. · Remote Sensing · 2016 · 91 citations · Full text

Segmentation Scales, Engineering, Feature Detection +23

Optimization of industry structure based on water environmental carrying capacity under uncertainty of the Huai River Basin within Shandong Province, China

Na Li, Hong Yang, Lachun Wang et al. · Journal of Cleaner Production · 2015 · 82 citations

Industry Structure, Engineering, Water Resources +7

A Novel Wrapper Approach for Feature Selection in Object-Based Image Classification Using Polygon-Based Cross-Validation

Lei Ma, Manchun Li, Yu Gao et al. · IEEE Geoscience and Remote Sensing Letters · 2017 · 76 citations

Engineering, Machine Learning, Feature Detection +16