Liyang Xiong

Deep learning-based approach for landform classification from integrated data sources of digital elevation model and imagery

Sijin Li, Liyang Xiong, Guoan Tang et al. · Geomorphology · 2020 · 171 citations

Image Classification, Image Analysis, Machine Learning +14

Geomorphometry and terrain analysis: data, methods, platforms and applications

Liyang Xiong, Sijin Li, Guoan Tang et al. · Earth-Science Reviews · 2022 · 143 citations · Full text

Engineering, Geomorphology, Geomorphic Process +10

Geomorphology-oriented digital terrain analysis: Progress and perspectives

Liyang Xiong, Guoan Tang, Xin Yang et al. · Journal of Geographical Sciences · 2021 · 112 citations

Cartography, Geomorphology, Geography +4

Modeling the evolution of loess-covered landforms in the Loess Plateau of China using a DEM of underground bedrock surface

Liyang Xiong, Guoan Tang, Fayuan Li et al. · Geomorphology · 2013 · 107 citations

Engineering, Experimental Geomorphology, Geomorphology +9

Multi-modal deep learning for landform recognition

Lin Du, Xiong You, Ke Li et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 87 citations

Convolutional Neural Network, Image Classification, Machine Vision +7