Mengxi Liu

Orcid: 0000-0001-5237-4758

Affiliations:

Sun Yat-sen University, Guangzhou, Guangdong, China

According to our database¹, Mengxi Liu authored at least 20 papers between 2019 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2025

SDDT-SR: A Scale-Decoupling Super-Resolution Network With Domain Transfer for Heterogeneous Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

MambaCL: A Contrastive Learning Framework for Change Detection on Pseudotemporal Images Using Visual State Space Model.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

A Memory-Guided Network and a Novel Dataset for Cropland Semantic Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Fine-Grained Urban Village Extraction by Mask Transformer From High-Resolution Satellite Images in Pearl River Delta.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Multi-modal Geospatial Encoding Network for Chinese Address Matching.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

2023

Dense Temperature Mapping and Heat Wave Risk Analysis Based on Multisource Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Learning Token-Aligned Representations With Multimodel Transformers for Different-Resolution Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Identification of Mangrove Invasive Plant Derris Trifoliate Using UAV Images and Deep Learning Algorithms.

[BibT_eX]

[DOI]

Mengxi Liu

Haojun Deng

Wen Dong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

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

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MSCDUNet: A Deep Learning Framework for Built-Up Area Change Detection Integrating Multispectral, SAR, and VHR Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An Adversarial Domain Adaptation Framework With KL-Constraint for Remote Sensing Land Cover Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

A Deep Learning Method for Fined-Grained Urban Green Space Mapping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

DSAMNet: A Deeply Supervised Attention Metric Based Network for Change Detection of High-Resolution Images.

[BibT_eX]

[DOI]

Mengxi Liu

Qian Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Super-Resolution for Hyperspectral Remote Sensing Images Based on the 3D Attention-SRGAN Network.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Siamese Generative Adversarial Network for Change Detection Under Different Scales.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

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

[BibT_eX]

[DOI]

Remote. Sens., 2019

Mengxi Liu

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