Xiaorun Li

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 87

Top Topics

Nonnegative Matrix Factorization

Target Detection

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jigang Ding, Xiaorun Li, Shu Xiang, Shuhan Chen
Multilevel Features Fused and Change Information Enhanced Neural Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yidan Shi, Xiaorun Li, Shuhan Chen
Target-Driven Iterative Autoencoder for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiahui Sheng, Xiaorun Li, Shuhan Chen
Iterative Graph Propagation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shu Xiang, Xiaorun Li, Jigang Ding, Shuhan Chen, Ziqiang Hua
Unidirectional Local-Attention Autoencoder Network for Spectral Variability Unmixing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuan Luo, Xiaorun Li, Shuhan Chen
Feedback Spatial-Temporal Infrared Small Target Detection Based on Orthogonal Subspace Projection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuan Luo, Xiaorun Li, Shuhan Chen, Chaoqun Xia
4DST-BTMD: An Infrared Small Target Detection Method Based on 4-D Data-Sphered Space. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuan Luo, Xiaorun Li, Jing Wang, Shuhan Chen
Clustering and Tracking-Guided Infrared Spatial-Temporal Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Qingjiang Xiao, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Hyperspectral Anomaly Detection via MERA Decomposition and Enhanced Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jigang Ding, Xiaorun Li, Jingsui Li, Shuhan Chen
Multiple Spatial-Spectral Features Aggregated Neural Network for Hyperspectral Change Detection. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiaorun Li, Yufei Liu, Ziqiang Hua, Shuhan Chen
An Unsupervised Band Selection Method via Contrastive Learning for Hyperspectral Images. Remote. Sens. 15 (23) (2023)
Yufei Liu, Xiaorun Li
An Unsupervised Band Selection Method Based on Triple Constraints and Attention Network for Hyperspectral Imagery. IGARSS (2023)
Yuan Luo, Xiaorun Li, Shuhan Chen, Chaoqun Xia, Liaoying Zhao
Infrared Small Target Detection Based on Improved Tri-Layer Window Local Contrast. IGARSS (2023)
Wenxian Ji, Zeyu Cao, Xiaorun Li
Small Sample Building Energy Consumption Prediction Using Contrastive Transformer Networks. Sensors 23 (22) (2023)
Qingjiang Xiao, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Enhanced Tensor Low-Rank Representation Learning for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yuan Luo, Xiaorun Li, Yunfeng Yan, Chaoqun Xia
Spatial-Temporal Tensor Representation Learning With Priors for Infrared Small Target Detection. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Risheng Huang, Xiaorun Li, Yiming Fang, Zeyu Cao, Chaoqun Xia
Robust Hyperspectral Unmixing with Practical Learning-Based Hyperspectral Image Denoising. Remote. Sens. 15 (4) (2023)
Yidan Shi, Xiaorun Li, Shuhan Chen
Iterative Autoencoder Coupling with Constrained Energy Minimization for Hyperspectral Target Detection. IGARSS (2023)
Shuhan Chen, Xiaorun Li, Yunfeng Yan
Hyperspectral Anomaly Detection with Auto-Encoder and Independent Target. Remote. Sens. 15 (22) (2023)
Ying Cheng, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Hyperspectral Unmixing Network Accounting for Spectral Variability Based on a Modified Scaled and a Perturbed Linear Mixing Model. Remote. Sens. 15 (15) (2023)
Qingjiang Xiao, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Robust Tensor Low-Rank Sparse Representation With Saliency Prior for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yufei Liu, Xiaorun Li, Zezhong Xu, Ziqiang Hua
BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xiaorun Li, Jigang Ding
Spectral-Temporal Transformer for Hyperspectral Image Change Detection. Remote. Sens. 15 (14) (2023)
Risheng Huang, Huiyun Jiao, Xiaorun Li, Shuhan Chen, Chaoqun Xia
Hyperspectral Unmixing Using Robust Deep Nonnegative Matrix Factorization. Remote. Sens. 15 (11) (2023)
Jinhui Li, Xiaorun Li, Yunfeng Yan
Unlocking the Potential of Data Augmentation in Contrastive Learning for Hyperspectral Image Classification. Remote. Sens. 15 (12) (2023)
Yufei Liu, Xiaorun Li, Ziqiang Hua, Chaoqun Xia, Liaoying Zhao
A Band Selection Method With Masked Convolutional Autoencoder for Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaorun Li, Shaoqi Yu, Shuhan Chen, Liaoying Zhao
Normalizing Flow-Based Probability Distribution Representation Detector for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Shuhan Chen, Xiaorun Li, Liaoying Zhao
Hyperspectral Anomaly Detection with Data Sphering and Unsupervised Target Detection. IGARSS (2022)
Chaoqun Xia, Xiaorun Li, Yeping Yin, Shuhan Chen
Multiple Infrared Small Targets Detection Based on Hierarchical Maximal Entropy Random Walk. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shuhan Chen, Chein-I Chang, Xiaorun Li
Component Decomposition Analysis for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shaoqi Yu, Xiaorun Li, Shuhan Chen, Liaoying Zhao
Exploring the Intrinsic Probability Distribution for Hyperspectral Anomaly Detection. Remote. Sens. 14 (3) (2022)
Yuan Luo, Xiaorun Li, Shuhan Chen, Chaoqun Xia, Liaoying Zhao
IMNN-LWEC: A Novel Infrared Small Target Detection Based on Spatial-Temporal Tensor Model. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jigang Ding, Xiaorun Li, Liaoying Zhao
CDFormer: A Hyperspectral Image Change Detection Method Based on Transformer Encoders. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jinhui Li, Xiaorun Li, Zeyu Cao, Liaoying Zhao
ROBYOL: Random-Occlusion-Based BYOL for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Qiaoying Pan, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Fusion of Low-Quality Visible and Infrared Images Based on Multi-Level Latent Low-Rank Representation Joint With Retinex Enhancement and Multi-Visual Weight Information. IEEE Access 10 (2022)
Jigang Ding, Xiaorun Li
A Spatial-Spectral-Temporal Attention Method for Hyperspectral Image Change Detection. IGARSS (2022)
Luoqiao Xiang, Liaoying Zhao, Shuhan Chen, Xiaorun Li
Infrared and Visible Image Registration in UAV Inspection. ICVIP (2022)
Chein-I Chang, Meiping Song, Chunyan Yu, Yulei Wang, Haoyang Yu, Jiaojiao Li, Lin Wang, Hsiao-Chi Li, Xiaorun Li
Editorial for Special Issue "Advances in Hyperspectral Data Exploitation". Remote. Sens. 14 (20) (2022)
Han Yang, Xiaorun Li, Shuhan Chen, Liaoying Zhao
An Accurate Registration Method Based on Global Mixed Structure Similarity (GMSIM) for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaorun Li, Zeyu Cao, Liaoying Zhao, Jianfeng Jiang
ALPN: Active-Learning-Based Prototypical Network for Few-Shot Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ziqiang Hua, Xiaorun Li, Yueming Feng, Liaoying Zhao
Dual Branch Autoencoder Network for Spectral-Spatial Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaorun Li, Risheng Huang, Liaoying Zhao
Correntropy-Based Spatial-Spectral Robust Sparsity-Regularized Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Ziqiang Hua, Xiaorun Li, Qunhui Qiu, Liaoying Zhao
Autoencoder Network for Hyperspectral Unmixing With Adaptive Abundance Smoothing. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
Ziqiang Hua, Xiaorun Li, Jianfeng Jiang, Liaoying Zhao
Gated Autoencoder Network for Spectral-Spatial Hyperspectral Unmixing. Remote. Sens. 13 (16) (2021)
Shaoqi Yu, Xiaorun Li, Liaoying Zhao, Jing Wang
Hyperspectral Anomaly Detection Based on Low-Rank Representation Using Local Outlier Factor. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Shaoqi Yu, Xiaorun Li, Shuhan Chen, Liaoying Zhao
Exploring the Intrinsic Probability Distribution for Hyperspectral Anomaly Detection. CoRR (2021)
Yunhan Ma, Huaguo Zhang, Xiaorun Li, Juan Wang, Wenting Cao, Dongling Li, Xiulin Lou, Kaiguo Fan
An Exponential Algorithm for Bottom Reflectance Retrieval in Clear Optically Shallow Waters from Multispectral Imagery without Ground Data. Remote. Sens. 13 (6) (2021)
Yufei Liu, Xiaorun Li, Ziqiang Hua, Liaoying Zhao
EBARec-BS: Effective Band Attention Reconstruction Network for Hyperspectral Imagery Band Selection. Remote. Sens. 13 (18) (2021)
Zeyu Cao, Xiaorun Li, Yueming Feng, Shuhan Chen, Chaoqun Xia, Liaoying Zhao
ContrastNet: Unsupervised feature learning by autoencoder and prototypical contrastive learning for hyperspectral imagery classification. Neurocomputing 460 (2021)
Shuhan Chen, Shengwei Zhong, Bai Xue, Xiaorun Li, Liaoying Zhao, Chein-I Chang
Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Shuhan Chen, Bai Xue, Han Yang, Xiaorun Li, Liaoying Zhao, Chein-I Chang
Optical Remote Sensing Image Registration Using Spatial-Consistency and Average Regional Information Divergence Minimization via Quantum-Behaved Particle Swarm Optimization. Remote. Sens. 12 (18) (2020)
Xiaorun Li, Wenqiang Zhang, Shengda Niu, Zhiyu Cao, Liaoying Zhao
Kernel-OPBS Algorithm: A Nonlinear Feature Selection Method for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 17 (3) (2020)
Chaoqun Xia, Xiaorun Li, Liaoying Zhao, Shaoqi Yu
Modified Graph Laplacian Model With Local Contrast and Consistency Constraint for Small Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Haoyang Xia, Xiaorun Li, Huaguo Zhang, Juan Wang, Xiulin Lou, Kaiguo Fan, Aiqin Shi, Dongling Li
A Bathymetry Mapping Approach Combining Log-Ratio and Semianalytical Models Using Four-Band Multispectral Imagery Without Ground Data. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Zeyu Cao, Xiaorun Li, Liaoying Zhao
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification. CoRR (2020)
Chaoqun Xia, Xiaorun Li, Liaoying Zhao, Rui Shu
Infrared Small Target Detection Based on Multiscale Local Contrast Measure Using Local Energy Factor. IEEE Geosci. Remote. Sens. Lett. 17 (1) (2020)
Hao-Tian Wang, Xiaorun Li, Yueming Feng
Precise cable contour extraction method based on candidate point merge search. ICMIP (2020)
Chaoqun Xia, Xiaorun Li, Liaoying Zhao, Shuhan Chen
Multiple Infrared Small Targets Detection based on Hierarchical Maximal Entropy Random Walk. CoRR (2020)
Risheng Huang, Xiaorun Li, Haiqiang Lu, Jing Li, Liaoying Zhao
Parameterized Nonlinear Least Squares for Unsupervised Nonlinear Spectral Unmixing. Remote. Sens. 11 (2) (2019)
Han Yang, Xiaorun Li, Liaoying Zhao, Shuhan Chen
A Novel Coarse-to-Fine Scheme for Remote Sensing Image Registration Based on SIFT and Phase Correlation. Remote. Sens. 11 (15) (2019)
Lang Ren, Liaoying Zhao, Xiaorun Li
Anomaly Detection-Oriented Band Selection for Hyperspectral Image. IGARSS (2019)
Wenqiang Zhang, Xiaorun Li, Liaoying Zhao
Discovering the Representative Subset with Low Redundancy for Hyperspectral Feature Selection. Remote. Sens. 11 (11) (2019)
Zeyu Cao, Xiaorun Li, Liaoying Zhao
Object Detection in VHR Image Using Transfer Learning with Deformable Convolution. IGARSS (2019)
Shuyue Zhan, Chao Wang, Shuchang Liu, Kaibo Xia, Hui Huang, Xiaorun Li, Caicai Liu, Ren Xu
Floating Xylene Spill Segmentation from Ultraviolet Images via Target Enhancement. Remote. Sens. 11 (9) (2019)
Ziqiang Hua, Xiaorun Li, Liaoying Zhao
Endmember Bundle Extraction Based on Pure Pixel Index and Superpixel Segmentation. IGARSS (2019)
Risheng Huang, Xiaorun Li, Liaoying Zhao
Spectral-Spatial Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Risheng Huang, Haiqiang Lu, Xiaorun Li, Liaoying Zhao
Two-Dimensional Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing. IGARSS (2019)
Han Yang, Xiaorun Li, Yijian Ma, Liaoying Zhao, Shuhan Chen
A High Precision Feature Matching Method Based on Geometrical Outlier Removal for Remote Sensing Image Registration. IEEE Access 7 (2019)
Wenqiang Zhang, Xiaorun Li, Yaxing Dou, Liaoying Zhao
A Geometry-Based Band Selection Approach for Hyperspectral Image Analysis. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Chaoqun Xia, Xiaorun Li, Liaoying Zhao
Infrared Small Target Detection via Modified Random Walks. Remote. Sens. 10 (12) (2018)
Weijun Lin, Liaoying Zhao, Xiaorun Li
基于逐像素递归处理的高光谱实时亚像元目标检测 (Real-time Sub-pixel Object Detection for Hyperspectral Image Based on Pixel-by-pixel Processing). 计算机科学 45 (6) (2018)
Risheng Huang, Xiaorun Li, Liaoying Zhao
Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Wenqiang Zhang, Xiaorun Li, Liaoying Zhao
A Fast Hyperspectral Feature Selection Method Based on Band Correlation Analysis. IEEE Geosci. Remote. Sens. Lett. 15 (11) (2018)
Liaoying Zhao, Weijun Lin, Yulei Wang, Xiaorun Li
Recursive Local Summation of RX Detection for Hyperspectral Image Using Sliding Windows. Remote. Sens. 10 (1) (2018)
Wenqiang Zhang, Xiaorun Li, Liaoying Zhao
Band Priority Index: A Feature Selection Framework for Hyperspectral Imagery. Remote. Sens. 10 (7) (2018)
Risheng Huang, Xiaorun Li, Liaoying Zhao
Nonnegative Matrix Factorization With Data-Guided Constraints For Hyperspectral Unmixing. Remote. Sens. 9 (10) (2017)
Jing Li, Xiaorun Li, Liaoying Zhao
Hyperspectral unmixing via projected mini-batch gradient descent. IGARSS (2017)
Jing Li, Xiaorun Li, Liaoying Zhao
Unmixing of large-scale hyperspectral data based on projected mini-batch gradient descent. Int. J. Wavelets Multiresolution Inf. Process. 15 (6) (2017)
Shuhan Chen, Xiaorun Li, Liaoying Zhao
Subpixel Mapping Method of Hyperspectral Images Based on Modified Binary Quantum Particle Swarm Optimization. J. Electr. Comput. Eng. 2017 (2017)
Risheng Huang, Xiaorun Li, Liaoying Zhao
Nonnegative matrix factorization with data-guided constraints. IGARSS (2017)
Shuhan Chen, Xiaorun Li, Liaoying Zhao
A novel local pettern based self-similarity descriptor for multisource remote sensing image registration. IGARSS (2017)
Huiyun Jiao, Risheng Huang, Xiaorun Li, Liaoying Zhao
A novel Bayesian lasso model based on spatial-correlated sparsity for semisupervised hyperspectral unmixing. IGARSS (2017)
Shuhan Chen, Xiaorun Li, Liaoying Zhao
Multi-source remote sensing image registration based on sift and optimization of local self-similarity mutual information. IGARSS (2016)
Jing Li, Xiaorun Li, Liaoying Zhao
Unsupervised nonlinear hyperspectral unmixing based on the generalized bilinear model. IGARSS (2016)
Jing Li, Xiaorun Li, Lijiao Wang, Liaoying Zhao
Fast implementation of kernel simplex volume analysis based on modified Cholesky factorization for endmember extraction. Frontiers Inf. Technol. Electron. Eng. 17 (3) (2016)
Risheng Huang, Xiaorun Li, Liaoying Zhao
Incremental kernel non-negative matrix factorization for hyperspectral unmixing. IGARSS (2016)
Wenqiang Zhang, Xiaorun Li, Liaoying Zhao
An advanced hyperspectral band selection approach based on mutual information. IGARSS (2016)
Jing Li, Xiaorun Li, Bormin Huang, Liaoying Zhao
Hopfield Neural Network Approach for Supervised Nonlinear Spectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Xiaorun Li, Jiantao Cui, Liaoying Zhao
Blind nonlinear hyperspectral unmixing based on constrained kernel nonnegative matrix factorization. Signal Image Video Process. 8 (8) (2014)
Jiantao Cui, Xiaorun Li, Liaoying Zhao
Nonlinear Spectral Mixture Analysis by Determining Per-Pixel Endmember Sets. IEEE Geosci. Remote. Sens. Lett. 11 (8) (2014)
Jiantao Cui, Xiaorun Li, Liaoying Zhao
Linear Mixture Analysis for Hyperspectral Imagery in the Presence of Less Prevalent Materials. IEEE Trans. Geosci. Remote. Sens. 51 (7-1) (2013)
Ting Yu, Xiaorun Li
Automatic remote sensing image registration based on VTS-PCMIC algorithm. FSKD (2012)
Xiaoming Wu, Xiaorun Li, Liaoying Zhao
A Kernel Spatial Complexity-Based Nonlinear Unmixing Method of Hyperspectral Imagery. LSMS/ICSEE (2010)
Liaoying Zhao, Yinhe Shen, Xiaorun Li
Kernel Oblique Subspace Projection Approach for Target Detection in Hyperspectral Imagery. AICI (1) (2010)
Liaoying Zhao, Xiaorun Li, Guangzhou Zhao
Novel Design of Decision-Tree-Based Support Vector Machines Multi-class Classifier. ICIC (2) (2007)
Xiaorun Li, Guangzhou Zhao, Liaoying Zhao
Novel Data Classification Method Based on Radial Basis Function Networks. ISDA (1) (2006)