Xinxin Liu

29 papers C 3Journal 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bidirectional-Aware Network Combining Transformer and Mamba for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Cheng Chen, Jie Li, Xinxin Liu, Qiangqiang Yuan, Liangpei Zhang
2025 J jnl
Breaking through clouds: A hierarchical fusion network empowered by dual-domain cross-modality interactive attention for cloud-free image reconstruction.
Inf. Fusion
Congyu Li, Shutao Li, Xinxin Liu
2025 J jnl
Content Adaptive Transformer for Change Detection in High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaoting Liu, Ziyang Xiong, Xinxin Liu, Bin Yang
2025 J jnl
Ordering Domain Destriping: Co-Solving the Additive and Multiplicative Stripe Components in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xinxin Liu, Jie Li, Licheng Liu, Bin Yang
2025 J jnl
Uncertainty-Aware Noisy Label Learning for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Jianlong Li, Shuchen Yu, Licheng Liu, Xinxin Liu
2024 J jnl
A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Yao Tang, Jie Li, Linwei Yue, Xinxin Liu, Yajie Li, Yi Xiao, Qiangqiang Yuan
2024 J jnl
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network.
IEEE Trans. Image Process.
Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu
2024 J jnl
Context Enhancing Representation for Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Neural Networks Learn. Syst.
Leyuan Fang, Peng Zhou, Xinxin Liu, Pedram Ghamisi, Si-Wei Chen
2024 J jnl
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu
2023 J jnl
An Optimization-Driven Network With Knowledge Prior Injection for HSI Denoising.
IEEE Trans. Geosci. Remote. Sens.
Yajie Li, Jie Li, Jiang He, Xinxin Liu, Qiangqiang Yuan
2023 J jnl
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.
Congyu Li, Jiaqi Liu, Xinxin Liu, Xudong Kang, Shutao Li
2023 J jnl
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.
Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li
2023 J jnl
Transformer Meets GAN: Cloud-Free Multispectral Image Reconstruction via Multisensor Data Fusion in Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Congyu Li, Xinxin Liu, Shutao Li
2022 J jnl
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M
IEEE Trans. Geosci. Remote. Sens.
Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang
2022 J jnl
DsTer: A dense spectral transformer for remote sensing spectral super-resolution.
Int. J. Appl. Earth Obs. Geoinformation
Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Xinxin Liu, Yun Zou
2022 J jnl
IRCNN: An Irregular-Time-Distanced Recurrent Convolutional Neural Network for Change Detection in Satellite Time Series.
IEEE Geosci. Remote. Sens. Lett.
Bin Yang, Le Qin, Jianqiang Liu, Xinxin Liu
2022 J jnl
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.
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Shutao Li
2022 J jnl
The Influence of Image Degradation on Hyperspectral Image Classification.
Remote. Sens.
Congyu Li, Zhen Li, Xinxin Liu, Shutao Li
2022 J jnl
UTRNet: An Unsupervised Time-Distance-Guided Convolutional Recurrent Network for Change Detection in Irregularly Collected Images.
IEEE Trans. Geosci. Remote. Sens.
Bin Yang, Le Qin, Jianqiang Liu, Xinxin Liu
2021 C conf
A Comparative Study of Noise Sensitivity on Different Hyperspectral Classification Methods.
IGARSS
Congyu Li, Xinxin Liu, Xudong Kang, Shutao Li
2021 C conf
HNU-HMiF: A UAV-Borne Dataset for Hyperspectral and Multispectral Image Fusion.
IGARSS
Congyu Li, Xinxin Liu, Xudong Kang, Shutao Li
2019 J jnl
Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties.
IEEE Trans. Geosci. Remote. Sens.
Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2019 C conf
Differential Information Residual Convolutional Neural Network for Pansharpening.
IGARSS
Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu
2019 J jnl
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.
IEEE Trans. Geosci. Remote. Sens.
Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
2019 J jnl
Hyperspectral image denoising with bilinear low rank matrix factorization.
Signal Process.
Huixin Fan, Jie Li, Qiangqiang Yuan, Xinxin Liu, Michael Ng
2018 J jnl
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods.
IEEE Trans. Geosci. Remote. Sens.
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Chunping Zhou
2018 J jnl
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.
CoRR
Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
2018 J jnl
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation.
CoRR
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
2016 J jnl
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties.
IEEE Trans. Geosci. Remote. Sens.
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang