Xiaorun Li

Orcid: 0000-0001-7611-845X

According to our database1, Xiaorun Li authored at least 102 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
5-D spatial-temporal information-based infrared small target detection in complex environments.
Pattern Recognit., 2025

2024
Hyperspectral Anomaly Detection via MERA Decomposition and Enhanced Total Variation Regularization.
IEEE Trans. Geosci. Remote. Sens., 2024

Unidirectional Local-Attention Autoencoder Network for Spectral Variability Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2024

Feedback Information-Guided Spectral Variability Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2024

Target-Driven Iterative Autoencoder for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Iterative Graph Propagation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Clustering and Tracking-Guided Infrared Spatial-Temporal Small Target Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

4DST-BTMD: An Infrared Small Target Detection Method Based on 4-D Data-Sphered Space.
IEEE Trans. Geosci. Remote. Sens., 2024

Feedback Spatial-Temporal Infrared Small Target Detection Based on Orthogonal Subspace Projection.
IEEE Trans. Geosci. Remote. Sens., 2024

Multilevel Features Fused and Change Information Enhanced Neural Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Hyperspectral Anomaly Detection via Enhanced Low-Rank and Smoothness Fusion Regularization Plus Saliency Prior.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

HyperBT: Redundancy Reduction-Based Self-Supervised Learning for Hyperspectral Image Classification.
IEEE Signal Process. Lett., 2024

Hyperspectral Anomaly Detection via Enhanced 3DTV and Sparse Reweighted Regularization.
IEEE Geosci. Remote. Sens. Lett., 2024

Multiple Spatial-Spectral Features Aggregated Neural Network for Hyperspectral Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

A Spectral Variability Attention Autoencoder Network for Hyperspectral Unmixing.
Proceedings of the IGARSS 2024, 2024

Noise Modeling and Learning-Based Hyperspectral Image Denoising Used for Hyperspectral Unmixing.
Proceedings of the IGARSS 2024, 2024

One-Stream Neural Network Based on Multi-Level Features Fusion for Hyperspectral Image Change Detection.
Proceedings of the IGARSS 2024, 2024

2023
Spatial-Temporal Tensor Representation Learning With Priors for Infrared Small Target Detection.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

An Unsupervised Band Selection Method via Contrastive Learning for Hyperspectral Images.
Remote. Sens., December, 2023

Small Sample Building Energy Consumption Prediction Using Contrastive Transformer Networks.
Sensors, November, 2023

Hyperspectral Anomaly Detection with Auto-Encoder and Independent Target.
Remote. Sens., November, 2023

Hyperspectral Unmixing Network Accounting for Spectral Variability Based on a Modified Scaled and a Perturbed Linear Mixing Model.
Remote. Sens., August, 2023

Spectral-Temporal Transformer for Hyperspectral Image Change Detection.
Remote. Sens., July, 2023

Unlocking the Potential of Data Augmentation in Contrastive Learning for Hyperspectral Image Classification.
Remote. Sens., June, 2023

Robust Hyperspectral Unmixing with Practical Learning-Based Hyperspectral Image Denoising.
Remote. Sens., February, 2023

Robust Tensor Low-Rank Sparse Representation With Saliency Prior for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Unmixing Using Robust Deep Nonnegative Matrix Factorization.
Remote. Sens., 2023

Enhanced Tensor Low-Rank Representation Learning for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

BSFormer: Transformer-Based Reconstruction Network for Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett., 2023

Iterative Autoencoder Coupling with Constrained Energy Minimization for Hyperspectral Target Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Infrared Small Target Detection Based on Improved Tri-Layer Window Local Contrast.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Unsupervised Band Selection Method Based on Triple Constraints and Attention Network for Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
IMNN-LWEC: A Novel Infrared Small Target Detection Based on Spatial-Temporal Tensor Model.
IEEE Trans. Geosci. Remote. Sens., 2022

Component Decomposition Analysis for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Normalizing Flow-Based Probability Distribution Representation Detector for Hyperspectral Anomaly Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Exploring the Intrinsic Probability Distribution for Hyperspectral Anomaly Detection.
Remote. Sens., 2022

Editorial for Special Issue "Advances in Hyperspectral Data Exploitation".
Remote. Sens., 2022

An Accurate Registration Method Based on Global Mixed Structure Similarity (GMSIM) for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Multiple Infrared Small Targets Detection Based on Hierarchical Maximal Entropy Random Walk.
IEEE Geosci. Remote. Sens. Lett., 2022

A Band Selection Method With Masked Convolutional Autoencoder for Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2022

ROBYOL: Random-Occlusion-Based BYOL for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

ALPN: Active-Learning-Based Prototypical Network for Few-Shot Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Dual Branch Autoencoder Network for Spectral-Spatial Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

CDFormer: A Hyperspectral Image Change Detection Method Based on Transformer Encoders.
IEEE Geosci. Remote. Sens. Lett., 2022

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, 2022

A Spatial-Spectral-Temporal Attention Method for Hyperspectral Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hyperspectral Anomaly Detection with Data Sphering and Unsupervised Target Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Infrared and Visible Image Registration in UAV Inspection.
Proceedings of the 6th International Conference on Video and Image Processing, 2022

2021
Correntropy-Based Spatial-Spectral Robust Sparsity-Regularized Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2021

Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2021

An Exponential Algorithm for Bottom Reflectance Retrieval in Clear Optically Shallow Waters from Multispectral Imagery without Ground Data.
Remote. Sens., 2021

EBARec-BS: Effective Band Attention Reconstruction Network for Hyperspectral Imagery Band Selection.
Remote. Sens., 2021

Gated Autoencoder Network for Spectral-Spatial Hyperspectral Unmixing.
Remote. Sens., 2021

Hyperspectral Anomaly Detection Based on Low-Rank Representation Using Local Outlier Factor.
IEEE Geosci. Remote. Sens. Lett., 2021

Autoencoder Network for Hyperspectral Unmixing With Adaptive Abundance Smoothing.
IEEE Geosci. Remote. Sens. Lett., 2021

ContrastNet: Unsupervised feature learning by autoencoder and prototypical contrastive learning for hyperspectral imagery classification.
Neurocomputing, 2021

2020
A Bathymetry Mapping Approach Combining Log-Ratio and Semianalytical Models Using Four-Band Multispectral Imagery Without Ground Data.
IEEE Trans. Geosci. Remote. Sens., 2020

Modified Graph Laplacian Model With Local Contrast and Consistency Constraint for Small Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Optical Remote Sensing Image Registration Using Spatial-Consistency and Average Regional Information Divergence Minimization via Quantum-Behaved Particle Swarm Optimization.
Remote. Sens., 2020

Infrared Small Target Detection Based on Multiscale Local Contrast Measure Using Local Energy Factor.
IEEE Geosci. Remote. Sens. Lett., 2020

Kernel-OPBS Algorithm: A Nonlinear Feature Selection Method for Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2020

Multiple Infrared Small Targets Detection based on Hierarchical Maximal Entropy Random Walk.
CoRR, 2020

Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification.
CoRR, 2020

Precise cable contour extraction method based on candidate point merge search.
Proceedings of the ICMIP 2020: 5th International Conference on Multimedia and Image Processing, 2020

2019
Spectral-Spatial Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2019

Discovering the Representative Subset with Low Redundancy for Hyperspectral Feature Selection.
Remote. Sens., 2019

Floating Xylene Spill Segmentation from Ultraviolet Images via Target Enhancement.
Remote. Sens., 2019

A Novel Coarse-to-Fine Scheme for Remote Sensing Image Registration Based on SIFT and Phase Correlation.
Remote. Sens., 2019

Parameterized Nonlinear Least Squares for Unsupervised Nonlinear Spectral Unmixing.
Remote. Sens., 2019

A High Precision Feature Matching Method Based on Geometrical Outlier Removal for Remote Sensing Image Registration.
IEEE Access, 2019

Anomaly Detection-Oriented Band Selection for Hyperspectral Image.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Two-Dimensional Robust Nonnegative Matrix Factorization for Hyperspectral Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Endmember Bundle Extraction Based on Pure Pixel Index and Superpixel Segmentation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Object Detection in VHR Image Using Transfer Learning with Deformable Convolution.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
A Geometry-Based Band Selection Approach for Hyperspectral Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2018

Hyperspectral Unmixing Based on Incremental Kernel Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2018

Recursive Local Summation of RX Detection for Hyperspectral Image Using Sliding Windows.
Remote. Sens., 2018

Band Priority Index: A Feature Selection Framework for Hyperspectral Imagery.
Remote. Sens., 2018

Infrared Small Target Detection via Modified Random Walks.
Remote. Sens., 2018

A Fast Hyperspectral Feature Selection Method Based on Band Correlation Analysis.
IEEE Geosci. Remote. Sens. Lett., 2018

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, 2018

2017
Nonnegative Matrix Factorization With Data-Guided Constraints For Hyperspectral Unmixing.
Remote. Sens., 2017

Subpixel Mapping Method of Hyperspectral Images Based on Modified Binary Quantum Particle Swarm Optimization.
J. Electr. Comput. Eng., 2017

Unmixing of large-scale hyperspectral data based on projected mini-batch gradient descent.
Int. J. Wavelets Multiresolution Inf. Process., 2017

Hyperspectral unmixing via projected mini-batch gradient descent.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A novel Bayesian lasso model based on spatial-correlated sparsity for semisupervised hyperspectral unmixing.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonnegative matrix factorization with data-guided constraints.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A novel local pettern based self-similarity descriptor for multisource remote sensing image registration.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Hopfield Neural Network Approach for Supervised Nonlinear Spectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2016

Fast implementation of kernel simplex volume analysis based on modified Cholesky factorization for endmember extraction.
Frontiers Inf. Technol. Electron. Eng., 2016

An advanced hyperspectral band selection approach based on mutual information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Unsupervised nonlinear hyperspectral unmixing based on the generalized bilinear model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Incremental kernel non-negative matrix factorization for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multi-source remote sensing image registration based on sift and optimization of local self-similarity mutual information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2014
Blind nonlinear hyperspectral unmixing based on constrained kernel nonnegative matrix factorization.
Signal Image Video Process., 2014

Nonlinear Spectral Mixture Analysis by Determining Per-Pixel Endmember Sets.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Linear Mixture Analysis for Hyperspectral Imagery in the Presence of Less Prevalent Materials.
IEEE Trans. Geosci. Remote. Sens., 2013

2012
Automatic remote sensing image registration based on VTS-PCMIC algorithm.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2010
A Kernel Spatial Complexity-Based Nonlinear Unmixing Method of Hyperspectral Imagery.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

Kernel Oblique Subspace Projection Approach for Target Detection in Hyperspectral Imagery.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

2007
Novel Design of Decision-Tree-Based Support Vector Machines Multi-class Classifier.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

2006
Novel Data Classification Method Based on Radial Basis Function Networks.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006


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