Mengxi Liu

A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection

Qian Shi, Mengxi Liu, Shengchen Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 603 citations

A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection

Mengxi Liu, Zhuoqun Chai, Haojun Deng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 328 citations · Full text

Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network

Penghua Liu, Xiaoping Liu, Mengxi Liu et al. · Remote Sensing · 2019 · 194 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +18

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions

Mengxi Liu, Qian Shi, Andrea Marinoni et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 173 citations · Full text

UGS-1m: fine-grained urban green space mapping of 31 major cities in China based on the deep learning framework

Qian Shi, Mengxi Liu, Andrea Marinoni et al. · Earth system science data · 2023 · 108 citations · Full text

Convolutional Neural Network, General Deep Learning, Engineering +26