深度学习,包括高斯过程回归,极限学习机,门控循环单元,深度置信网络,循环神经网络和长短期记忆网络。
时间序列分析,包括确定性变化分析和随机性变化分析。
代码为caDesign(cadesign.cn)设计研究中“python知识系统部分”即"城市空间数据分析方法——PYTHON语言实现"。
遥感影像的语义分割实验:FCN,UNet,SegNet,Capsule
Pixel-based classification of Remote Sensing imagery
High-performance Terrain and Hydrology Analysis
This is a Python app that geocodes address data stored in Excel spreadsheets and saves it as a shp file.
remote sensing scene classification
The source code of CVPR 2019 paper "Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery"
Deep Learning models for marking roads and human buildings in satellite imagery
a few geoprocessing scripts using open libraries like GDAL/OGR
Using deep learning to classify road and field images
Road extraction of high-resolution remote sensing images based on various semantic segmentation networks
Python scripts for remote sensing
Geospatial Engineering and Remote Sensing Lab
Semantic segmentation of remote sensing images.