Mengxi Liu

21 papers C 3Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
MambaCL: A Contrastive Learning Framework for Change Detection on Pseudotemporal Images Using Visual State Space Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Simin Lin, Jiaqi Li, Jiangdi Ru, Keyao Wen, Hao Fu, Mengxi Liu, Qian Shi
2025 J jnl
SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Simin Lin, Jiangdi Ru, Jiaqi Li, Keyao Wen, Mengxi Liu, Qian Shi
2024 J jnl
A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Simin Lin, Yutong Zhong, Qian Shi, Jiaqi Li
2024 — conf
A Multi-modal Geospatial Encoding Network for Chinese Address Matching.
SIGSPATIAL/GIS
Xuezhang Li, Xulin Wang, Pan Wang, Mengxi Liu
2024 J jnl
Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhuoqun Chai, Mengxi Liu, Qian Shi, Yuanyuan Zhang, Minglin Zuo, Da He
2023 J jnl
Dense Temperature Mapping and Heat Wave Risk Analysis Based on Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengxi Liu, Xuezhang Li, Zhuoqun Chai, Anqi Chen, Yuanyuan Zhang, Qingnian Zhang
2022 J jnl
A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengxi Liu, Zhuoqun Chai, Haojun Deng, Rong Liu
2022 C conf
A Deep Learning Method for Fined-Grained Urban Green Space Mapping.
IGARSS
Mengxi Liu, Jianlong Li, Zeteng Li, Qian Shi
2022 J jnl
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
2022 J jnl
An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Mengxi Liu, Pengyuan Zhang, Qian Shi, Mengwei Liu
2022 J jnl
Identification of Mangrove Invasive Plant Derris Trifoliate Using UAV Images and Deep Learning Algorithms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengxi Liu, Haojun Deng, Wen Dong
2022 J jnl
Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Qian Shi, Jianlong Li, Zhuoqun Chai
2022 J jnl
MSCDUNet: A Deep Learning Framework for Built-Up Area Change Detection Integrating Multispectral, SAR, and VHR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haoyang Li, Fangjie Zhu, Xiaoyu Zheng, Mengxi Liu, Guangzhao Chen
2022 J jnl
PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Mengxi Liu, Qian Shi, Zhuoqun Chai, Jianlong Li
2022 J jnl
Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions.
IEEE Trans. Geosci. Remote. Sens.
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2021 C conf
DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images.
IGARSS
Mengxi Liu, Qian Shi
2021 J jnl
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions.
CoRR
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang
2020 J jnl
Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.
IEEE Geosci. Remote. Sens. Lett.
Qian Shi, Mengxi Liu, Xiaoping Liu, Penghua Liu, Pengyuan Zhang, Jinxing Yang, Xia Li
2020 C conf
Siamese Generative Adversarial Network for Change Detection Under Different Scales.
IGARSS
Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan
2020 J jnl
Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network.
Remote. Sens.
Xinyu Dou, Chenyu Li, Qian Shi, Mengxi Liu
2019 J jnl
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network.
Remote. Sens.
Penghua Liu, Xiaoping Liu, Mengxi Liu, Qian Shi, Jinxing Yang, Xiaocong Xu, Yuanying Zhang