Xinxin Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Change Detection

Convolutional Neural Network

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Yao Tang, Jie Li, Linwei Yue, Xinxin Liu, Yajie Li, Yi Xiao, Qiangqiang Yuan
A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Leyuan Fang, Peng Zhou, Xinxin Liu, Pedram Ghamisi, Si-Wei Chen
Context Enhancing Representation for Semantic Segmentation in Remote Sensing Images. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li
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. 61 (2023)
Congyu Li, Xinxin Liu, Shutao Li
Transformer Meets GAN: Cloud-Free Multispectral Image Reconstruction via Multisensor Data Fusion in Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Congyu Li, Jiaqi Liu, Xinxin Liu, Xudong Kang, Shutao Li
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. 61 (2023)
Yajie Li, Jie Li, Jiang He, Xinxin Liu, Qiangqiang Yuan
An Optimization-Driven Network With Knowledge Prior Injection for HSI Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Bin Yang, Le Qin, Jianqiang Liu, Xinxin Liu
IRCNN: An Irregular-Time-Distanced Recurrent Convolutional Neural Network for Change Detection in Satellite Time Series. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Bin Yang, Le Qin, Jianqiang Liu, Xinxin Liu
UTRNet: An Unsupervised Time-Distance-Guided Convolutional Recurrent Network for Change Detection in Irregularly Collected Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Shutao Li
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. 60 (2022)
Congyu Li, Zhen Li, Xinxin Liu, Shutao Li
The Influence of Image Degradation on Hyperspectral Image Classification. Remote. Sens. 14 (20) (2022)
Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang
). IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Huixin Fan, Jie Li, Qiangqiang Yuan, Xinxin Liu, Michael Ng
Hyperspectral image denoising with bilinear low rank matrix factorization. Signal Process. 163 (2019)
Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu
Differential Information Residual Convolutional Neural Network for Pansharpening. IGARSS (2019)
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR (2018)
Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. CoRR (2018)
Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Chunping Zhou
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)