Le Sun
Orcid: 0000-0001-6465-8678Affiliations:
- Nanjing University of Science and Technology, School of Computer and Software, Jiangsu Engineering Center of Network Monitoring, China (PhD 2014)
According to our database1,
Le Sun
authored at least 84 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
TreeDetector: Using Deep Learning for the Localization and Reconstruction of Urban Trees from High-Resolution Remote Sensing Images.
Remote. Sens., February, 2024
Hyperspectral classification employing spatial-spectral low rank representation in hidden fields.
J. Ambient Intell. Humaniz. Comput., February, 2024
Spectral-Spatial Feature Extraction for Hyperspectral Image Classification Using Enhanced Transformer with Large-Kernel Attention.
Remote. Sens., January, 2024
Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification.
Remote. Sens., January, 2024
Multiscale 3-D-2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
A Novel Adaptive Edge Aggregation and Multiscale Feature Interaction Detector for Object Detection in Remote Sensing Images.
Remote. Sens., November, 2023
Spatial-Aware Transformer (SAT): Enhancing Global Modeling in Transformer Segmentation for Remote Sensing Images.
Remote. Sens., July, 2023
HRRNet: Hierarchical Refinement Residual Network for Semantic Segmentation of Remote Sensing Images.
Remote. Sens., March, 2023
SISLU-Net: Spatial Information-Assisted Spectral Information Learning Unmixing Network for Hyperspectral Images.
Remote. Sens., February, 2023
IEEE Trans. Multim., 2023
Tensor Cascaded-Rank Minimization in Subspace: A Unified Regime for Hyperspectral Image Low-Level Vision.
IEEE Trans. Image Process., 2023
Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Transformer.
IEEE Trans. Geosci. Remote. Sens., 2023
CRNet: Channel-Enhanced Remodeling-Based Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Multiattention Joint Convolution Feature Representation With Lightweight Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Mixed Noise Removal for Hyperspectral Images Based on Global Tensor Low-Rankness and Nonlocal SVD-Aided Group Sparsity.
IEEE Trans. Geosci. Remote. Sens., 2023
Hyperspectral Compressive Image Reconstruction With Deep Tucker Decomposition and Spatial-Spectral Learning Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Weighted Order-p Tensor Nuclear Norm Minimization and Its Application to Hyperspectral Image Mixed Denoising.
IEEE Geosci. Remote. Sens. Lett., 2023
2022
Remote. Sens., December, 2022
Spectral-Spatial Feature Tokenization Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
SPANet: Successive Pooling Attention Network for Semantic Segmentation of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Remote. Sens., 2022
Hyperspectral Image Super-Resolution Method Based on Spectral Smoothing Prior and Tensor Tubal Row-Sparse Representation.
Remote. Sens., 2022
Quantitative Short-Term Precipitation Model Using Multimodal Data Fusion Based on a Cross-Attention Mechanism.
Remote. Sens., 2022
Weighted Collaborative Sparse and L<sub>1/2</sub> Low-Rank Regularizations With Superpixel Segmentation for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022
Hyperspectral Image Mixed Denoising Using Difference Continuity-Regularized Nonlocal Tensor Subspace Low-Rank Learning.
IEEE Geosci. Remote. Sens. Lett., 2022
Blind Unmixing of Hyperspectral Images Based on L<sub>1</sub> Norm and Tucker Tensor Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising.
Signal Process., 2021
Multiscale Adjacent Superpixel-Based Extended Multi-Attribute Profiles Embedded Multiple Kernel Learning Method for Hyperspectral Classification.
Remote. Sens., 2021
Spectral-Smoothness and Non-Local Self-Similarity Regularized Subspace Low-Rank Learning Method for Hyperspectral Mixed Denoising.
Remote. Sens., 2021
Patch-Wise Semantic Segmentation for Hyperspectral Images via a Cubic Capsule Network with EMAP Features.
Remote. Sens., 2021
2020
Low Rank Component Induced Spatial-Spectral Kernel Method for Hyperspectral Image Classification.
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
3-D Channel and Spatial Attention Based Multiscale Spatial-Spectral Residual Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
SLRL4D: Joint Restoration of Subspace Low-Rank Learning and Non-Local 4-D Transform Filtering for Hyperspectral Image.
Remote. Sens., 2020
ISPRS Int. J. Geo Inf., 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
Adjacent Superpixel-Based Multiscale Spatial-Spectral Kernel for Hyperspectral Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Remote. Sens., 2019
Remote. Sens., 2019
Hyperspectral Image Super-Resolution via Adaptive Dictionary Learning and Double l1 Constraint.
Remote. Sens., 2019
J. Inf. Process. Syst., 2019
An extensible framework for ECG anomaly detection in wireless body sensor monitoring systems.
Int. J. Sens. Networks, 2019
An influence diagram based cloud service selection approach in dynamic cloud marketplaces.
Clust. Comput., 2019
IEEE Access, 2019
A Hierarchical Student's t-Distributions Based Unsupervised SAR Image Segmentation Method.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019
2018
Student's t-Hidden Markov Model for Unsupervised Learning Using Localized Feature Selection.
IEEE Trans. Circuits Syst. Video Technol., 2018
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation.
Remote. Sens., 2018
Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation.
Remote. Sens., 2018
The effect of quantum noise on two different deterministic remote state preparation of an arbitrary three-particle state protocols.
Quantum Inf. Process., 2018
Optimization of minimum volume constrained hyperspectral image unmixing on CPU-GPU heterogeneous platform.
J. Real Time Image Process., 2018
A Novel 3D Anisotropic Total Variation Regularized Low Rank Method for Hyperspectral Image Mixed Denoising.
ISPRS Int. J. Geo Inf., 2018
IEEE Access, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018
2017
Effect of quantum noise on deterministic remote state preparation of an arbitrary two-particle state via various quantum entangled channels.
Quantum Inf. Process., 2017
Hyperspectral Image Restoration Using Low-Rank Representation on Spectral Difference Image.
IEEE Geosci. Remote. Sens. Lett., 2017
A Novel Weighted Cross Total Variation Method for Hyperspectral Image Mixed Denoising.
IEEE Access, 2017
A novel subspace spatial-spectral low rank learning method for hyperspectral denoising.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017
Homogeneous region based low rank representation in hidden field for hyperspectral classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
A Novel Feature-Based Text Classification Improving the Accuracy of Twitter Sentiment Analysis.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017
A Novel Subspace Super-Pixel Based Low Rank Representation Method for Hyperspectral Denoising.
Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017
2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2015
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs.
IEEE Geosci. Remote. Sens. Lett., 2015
Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization.
IEEE Geosci. Remote. Sens. Lett., 2014
2013
Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Int. J. Distributed Sens. Networks, 2013
Parallel optimization of hyperspectral unmixing based on sparsity constrained nonnegative matrix factorization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Supervised hyperspectral image classification using sparse logistic regression and spatial-TV regularization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012