Xinxin Liu
Orcid: 0000-0003-2739-2334Affiliations:
- Hunan University, College of Electrical and Information Engineering, Changsha, China
According to our database1,
Xinxin Liu
authored at least 24 papers
between 2016 and 2025.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2025
Ordering Domain Destriping: Co-Solving the Additive and Multiplicative Stripe Components in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2025
2024
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network.
IEEE Trans. Image Process., 2024
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images.
IEEE Trans. Geosci. Remote. Sens., 2024
A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
From Trained to Untrained: A Novel Change Detection Framework Using Randomly Initialized Models With Spatial-Channel Augmentation for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Combining Time-Series Variation Modeling and Fuzzy Spatiotemporal Feature Fusion: A Novel Approach for Unsupervised Flood Mapping Using Dual-Polarized Sentinel-1 SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Transformer Meets GAN: Cloud-Free Multispectral Image Reconstruction via Multisensor Data Fusion in Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
2022
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M<sup>3</sup>).
IEEE Trans. Geosci. Remote. Sens., 2022
UTRNet: An Unsupervised Time-Distance-Guided Convolutional Recurrent Network for Change Detection in Irregularly Collected Images.
IEEE Trans. Geosci. Remote. Sens., 2022
One-Step High-Quality NDVI Time-Series Reconstruction by Joint Modeling of Gradual Vegetation Change and Negatively Biased Atmospheric Contamination.
IEEE Trans. Geosci. Remote. Sens., 2022
Remote. Sens., 2022
IRCNN: An Irregular-Time-Distanced Recurrent Convolutional Neural Network for Change Detection in Satellite Time Series.
IEEE Geosci. Remote. Sens. Lett., 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Comparative Study of Noise Sensitivity on Different Hyperspectral Classification Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2019
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.
IEEE Trans. Geosci. Remote. Sens., 2019
Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties.
IEEE Trans. Geosci. Remote. Sens., 2019
Signal Process., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods.
IEEE Trans. Geosci. Remote. Sens., 2018
2016
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties.
IEEE Trans. Geosci. Remote. Sens., 2016