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Xinxin Liu 0002
Person information
- affiliation: Hunan University, College of Electrical and Information Engineering, Changsha, China
Other persons with the same name
- Xinxin Liu — disambiguation page
- Xinxin Liu 0001 — Chongqing University, School of Automation, Chongqing, China
- Xinxin Liu 0003 — Tsinghua University, Tsinghua National Laboratory for Information Science and Technology, Beijing, China
- Xinxin Liu 0004 — Jilin University, College of Mathematics, Changchun, China
- Xinxin Liu 0005 — Guangdong University of Technology, Guangzhou, China
- Xinxin Liu 0006 — University of Florida, Gainesville, FL, USA
- Xinxin Liu 0007 — South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
- Xinxin Liu 0008 — University of Warwick, Coventry, UK
- Xinxin Liu 0009 — Chinese Academy of Sciences, Institute of Software, State Key Laboratory of Computer Science, Beijing, China (and 1 more)
- Xinxin Liu 0010 — Wuhan University, China
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Journal Articles
- 2024
- [j19]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: 1-16 (2024) - [j18]Bin Yang, Zhulian Wang, Xinxin Liu, Leyuan Fang, Licheng Liu:
Reciprocal Transformation-Based Joint Deep and Broad Learning for Change Detection With Heterogeneous Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j17]Bin Yang, Yin Mao, Licheng Liu, Leyuan Fang, Xinxin Liu:
Change Representation and Extraction in Stripes: Rethinking Unsupervised Hyperspectral Image Change Detection With an Untrained Network. IEEE Trans. Image Process. 33: 5098-5113 (2024) - [j16]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): 4138-4152 (2024) - 2023
- [j15]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: 1-17 (2023) - [j14]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: 1-13 (2023) - [j13]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: 1-15 (2023) - [j12]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: 1-14 (2023) - 2022
- [j11]Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Xinxin Liu, Yun Zou:
DsTer: A dense spectral transformer for remote sensing spectral super-resolution. Int. J. Appl. Earth Obs. Geoinformation 109: 102773 (2022) - [j10]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: 1-5 (2022) - [j9]Congyu Li, Zhen Li, Xinxin Liu, Shutao Li:
The Influence of Image Degradation on Hyperspectral Image Classification. Remote. Sens. 14(20): 5199 (2022) - [j8]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: 1-17 (2022) - [j7]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: 1-16 (2022) - [j6]Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang:
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3). IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - 2019
- [j5]Huixin Fan, Jie Li, Qiangqiang Yuan, Xinxin Liu, Michael Ng:
Hyperspectral image denoising with bilinear low rank matrix factorization. Signal Process. 163: 132-152 (2019) - [j4]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): 7317-7329 (2019) - [j3]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): 7832-7848 (2019) - 2018
- [j2]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): 808-822 (2018) - 2016
- [j1]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): 3049-3060 (2016)
Conference and Workshop Papers
- 2021
- [c3]Congyu Li, Xinxin Liu, Xudong Kang, Shutao Li:
A Comparative Study of Noise Sensitivity on Different Hyperspectral Classification Methods. IGARSS 2021: 3689-3692 - [c2]Congyu Li, Xinxin Liu, Xudong Kang, Shutao Li:
HNU-HMiF: A UAV-Borne Dataset for Hyperspectral and Multispectral Image Fusion. IGARSS 2021: 4448-4451 - 2019
- [c1]Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu:
Differential Information Residual Convolutional Neural Network for Pansharpening. IGARSS 2019: 4865-4868
Informal and Other Publications
- 2018
- [i2]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR abs/1809.02043 (2018) - [i1]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 abs/1810.00495 (2018)
Coauthor Index
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