Le Sun

According to our database, Le Sun authored at least 94 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ACDF-YOLO: Attentive and Cross-Differential Fusion Network for Multimodal Remote Sensing Object Detection.

Xuan Fei, Mengyao Guo, Yan Li, Renping Yu, Le Sun

Remote. Sens., September, 2024

Multi-Feature Cross Attention-Induced Transformer Network for Hyperspectral and LiDAR Data Classification.

Zirui Li, Runbang Liu, Le Sun, Yuhui Zheng

Remote. Sens., August, 2024

Hyperspectral Image Classification Based on Multi-Scale Convolutional Features and Multi-Attention Mechanisms.

Qian Sun, Guangrui Zhao, Xinyuan Xia, Yu Xie, Chenrong Fang, Le Sun, Zebin Wu, Chengsheng Pan

Remote. Sens., June, 2024

MEA-EFFormer: Multiscale Efficient Attention with Enhanced Feature Transformer for Hyperspectral Image Classification.

Qian Sun, Guangrui Zhao, Yu Fang, Chenrong Fang, Le Sun, Xingying Li

Remote. Sens., May, 2024

A Novel Transformer Network with a CNN-Enhanced Cross-Attention Mechanism for Hyperspectral Image Classification.

Xinyu Wang, Le Sun, Chuhan Lu, Baozhu Li

Remote. Sens., April, 2024

TreeDetector: Using Deep Learning for the Localization and Reconstruction of Urban Trees from High-Resolution Remote Sensing Images.

Haoyu Gong, Qian Sun, Chenrong Fang, Le Sun, Ran Su

Remote. Sens., February, 2024

Hyperspectral classification employing spatial-spectral low rank representation in hidden fields.

Le Sun, Shunfeng Wang, Jin Wang, Yuhui Zheng, Byeungwoo Jeon

J. Ambient Intell. Humaniz. Comput., February, 2024

Spectral-Spatial Feature Extraction for Hyperspectral Image Classification Using Enhanced Transformer with Large-Kernel Attention.

Wen Lu, Xinyu Wang, Le Sun, Yuhui Zheng

Remote. Sens., January, 2024

Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification.

Xuan Fei, Sijia Wu, Jianyu Miao, Guicai Wang, Le Sun

Remote. Sens., January, 2024

MASSFormer: Memory-Augmented Spectral-Spatial Transformer for Hyperspectral Image Classification.

Le Sun, Hang Zhang, Yuhui Zheng, Zebin Wu, Zhonglin Ye, Haixing Zhao

IEEE Trans. Geosci. Remote. Sens., 2024

MDC-FusFormer: Multiscale Deep Cross-Fusion Transformer Network for Hyperspectral and Multispectral Image Fusion.

Le Sun, Jianxiao Zhou, Qiaolin Ye, Zebin Wu, Qiao Chen, Zhongqi Xu, Liyong Fu

IEEE Trans. Geosci. Remote. Sens., 2024

Multiscale 3-D-2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification.

Le Sun, Xinyu Wang, Yuhui Zheng, Zebin Wu, Liyong Fu

IEEE Trans. Geosci. Remote. Sens., 2024

Adaptive Pixel-Level and Superpixel-Level Feature Fusion Transformer for Hyperspectral Image Classification.

Wei Huang, Dazhan Zhou, Le Sun, Qiqiang Chen, Junru Yin

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Spectral-Spatial Dual-Branch Cross-Enhanced Transformer for Hyperspectral Image Classification.

Hang Zhang, Tianming Zhan, Le Sun

Proceedings of the IGARSS 2024, 2024

2023

A Novel Adaptive Edge Aggregation and Multiscale Feature Interaction Detector for Object Detection in Remote Sensing Images.

Wei Huang, Yuhao Zhao, Le Sun, Lu Gao, Yuwen Chen

Remote. Sens., November, 2023

Spatial-Aware Transformer (SAT): Enhancing Global Modeling in Transformer Segmentation for Remote Sensing Images.

Duolin Wang, Yadang Chen, Bushra Naz, Le Sun, Baozhu Li

Remote. Sens., July, 2023

HRRNet: Hierarchical Refinement Residual Network for Semantic Segmentation of Remote Sensing Images.

Shiwei Cheng, Baozhu Li, Le Sun, Yuwen Chen

Remote. Sens., March, 2023

SISLU-Net: Spatial Information-Assisted Spectral Information Learning Unmixing Network for Hyperspectral Images.

Le Sun, Ying Chen, Baozhu Li

Remote. Sens., February, 2023

A Novel Video Stabilization Model With Motion Morphological Component Priors.

Huicong Wu, Liang Xiao, Le Sun, Byeungwoo Jeon

IEEE Trans. Multim., 2023

Tensor Cascaded-Rank Minimization in Subspace: A Unified Regime for Hyperspectral Image Low-Level Vision.

Le Sun, Chengxun He, Yuhui Zheng, Zebin Wu, Byeungwoo Jeon

IEEE Trans. Image Process., 2023

Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Transformer.

Guangrui Zhao, Qiaolin Ye, Le Sun, Zebin Wu, Chengsheng Pan, Byeungwoo Jeon

IEEE Trans. Geosci. Remote. Sens., 2023

CRNet: Channel-Enhanced Remodeling-Based Network for Salient Object Detection in Optical Remote Sensing Images.

Le Sun, Qing Wang, Yuwen Chen, Yuhui Zheng, Zebin Wu, Liyong Fu, Byeungwoo Jeon

IEEE Trans. Geosci. Remote. Sens., 2023

Multiattention Joint Convolution Feature Representation With Lightweight Transformer for Hyperspectral Image Classification.

Yu Fang, Qiaolin Ye, Le Sun, Yuhui Zheng, Zebin Wu

IEEE Trans. Geosci. Remote. Sens., 2023

Mixed Noise Removal for Hyperspectral Images Based on Global Tensor Low-Rankness and Nonlocal SVD-Aided Group Sparsity.

Le Sun, Qiujie Cao, Yuwen Chen, Yuhui Zheng, Zebin Wu

IEEE Trans. Geosci. Remote. Sens., 2023

Hyperspectral Compressive Image Reconstruction With Deep Tucker Decomposition and Spatial-Spectral Learning Network.

Hao Xiang, Baozhu Li, Le Sun, Yuhui Zheng, Zebin Wu, Jianwei Zhang, Byeungwoo Jeon

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.

Chengxun He, Qiujie Cao, Yang Xu, Le Sun, Zebin Wu, Zhihui Wei

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Dual-Branch Attention-Assisted CNN for Hyperspectral Image Classification.

Wei Huang, Zhuobing Zhao, Le Sun, Ming Ju

Remote. Sens., December, 2022

Spectral-Spatial Feature Tokenization Transformer for Hyperspectral Image Classification.

Le Sun, Guangrui Zhao, Yuhui Zheng, Zebin Wu

IEEE Trans. Geosci. Remote. Sens., 2022

Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification.

Le Sun, Yu Fang, Yuwen Chen, Wei Huang, Zebin Wu, Byeungwoo Jeon

IEEE Trans. Geosci. Remote. Sens., 2022

SPANet: Successive Pooling Attention Network for Semantic Segmentation of Remote Sensing Images.

Le Sun, Shiwei Cheng, Yuhui Zheng, Zebin Wu, Jianwei Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Local and Nonlocal Feature Interaction Network for Pansharpening.

Junru Yin, Jiantao Qu, Le Sun, Wei Huang, Qiqiang Chen

Remote. Sens., 2022

Hyperspectral Image Super-Resolution Method Based on Spectral Smoothing Prior and Tensor Tubal Row-Sparse Representation.

Le Sun, Qihao Cheng, Zhiguo Chen

Remote. Sens., 2022

Quantitative Short-Term Precipitation Model Using Multimodal Data Fusion Based on a Cross-Attention Mechanism.

Yingjie Cui, Yunan Qiu, Le Sun, Xinyao Shu, Zhenyu Lu

Remote. Sens., 2022

A robust image segmentation framework based on total variation spectral transform.

Jianwei Zhang, Jing Qi, Zhaohui Zheng, Le Sun

Pattern Recognit. Lett., 2022

Weighted Collaborative Sparse and L_1/2 Low-Rank Regularizations With Superpixel Segmentation for Hyperspectral Unmixing.

Le Sun, Feiyang Wu, Chengxun He, Tianming Zhan, Wei Liu, Daopan Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

Hyperspectral Image Mixed Denoising Using Difference Continuity-Regularized Nonlocal Tensor Subspace Low-Rank Learning.

Le Sun, Chengxun He

IEEE Geosci. Remote. Sens. Lett., 2022

Blind Unmixing of Hyperspectral Images Based on L₁ Norm and Tucker Tensor Decomposition.

Le Sun, Huxiang Guo

IEEE Geosci. Remote. Sens. Lett., 2022

2021

TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection.

Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu

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.

Chengxun He, Le Sun, Wei Huang, Jianwei Zhang, Yuhui Zheng, Byeungwoo Jeon

Signal Process., 2021

Multiscale Adjacent Superpixel-Based Extended Multi-Attribute Profiles Embedded Multiple Kernel Learning Method for Hyperspectral Classification.

Lei Pan, Chengxun He, Yang Xiang, Le Sun

Remote. Sens., 2021

Spectral-Smoothness and Non-Local Self-Similarity Regularized Subspace Low-Rank Learning Method for Hyperspectral Mixed Denoising.

Wei Liu, Chengxun He, Le Sun

Remote. Sens., 2021

Patch-Wise Semantic Segmentation for Hyperspectral Images via a Cubic Capsule Network with EMAP Features.

Le Sun, Xiangbo Song, Huxiang Guo, Guangrui Zhao, Jinwei Wang

Remote. Sens., 2021

2020

Low Rank Component Induced Spatial-Spectral Kernel Method for Hyperspectral Image Classification.

Le Sun, Chenyang Ma, Yunjie Chen, Yuhui Zheng, Hiuk Jae Shim, Zebin Wu, Byeungwoo Jeon

IEEE Trans. Circuits Syst. Video Technol., 2020

A Novel Cubic Convolutional Neural Network for Hyperspectral Image Classification.

Jinwei Wang, Xiangbo Song, Le Sun, Wei Huang, Jin Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images.

Le Sun, Feiyang Wu, Tianming Zhan, Wei Liu, Jin Wang, Byeungwoo Jeon

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.

Zhenyu Lu, Bin Xu, Le Sun, Tianming Zhan, Songze Tang

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.

Le Sun, Chengxun He, Yuhui Zheng, Songze Tang

Remote. Sens., 2020

A New Architecture of Densely Connected Convolutional Networks for Pan-Sharpening.

Wei Huang, Jingjing Feng, Hua Wang, Le Sun

ISPRS Int. J. Geo Inf., 2020

2019

Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking.

Yuhui Zheng, Le Sun, Shunfeng Wang, Jianwei Zhang, Jifeng Ning

IEEE Trans. Neural Networks Learn. Syst., 2019

Adjacent Superpixel-Based Multiscale Spatial-Spectral Kernel for Hyperspectral Classification.

Le Sun, Chenyang Ma, Yunjie Chen, Hiuk Jae Shim, Zebin Wu, Byeungwoo Jeon

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification.

Qian Liu, Zebin Wu, Le Sun, Yang Xu, Lu Du, Zhihui Wei

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior.

Yuhui Zheng, Feiyang Wu, Hiuk Jae Shim, Le Sun

Remote. Sens., 2019

Spatiotemporal Fusion of Satellite Images via Very Deep Convolutional Networks.

Yuhui Zheng, Huihui Song, Le Sun, Zebin Wu, Byeungwoo Jeon

Remote. Sens., 2019

Hyperspectral Image Super-Resolution via Adaptive Dictionary Learning and Double l1 Constraint.

Songze Tang, Yang Xu, Lili Huang, Le Sun

Remote. Sens., 2019

Face Sketch Synthesis Based on Local and Nonlocal Similarity Regularization.

Songze Tang, Xuhuan Zhou, Nan Zhou, Le Sun, Jin Wang

J. Inf. Process. Syst., 2019

An extensible framework for ECG anomaly detection in wireless body sensor monitoring systems.

Le Sun, Jinyuan He

Int. J. Sens. Networks, 2019

An influence diagram based cloud service selection approach in dynamic cloud marketplaces.

Le Sun

Clust. Comput., 2019

Robust Regression-Based Markov Random Field for Hyperspectral Image Classification.

Tianming Zhan, Minghua Wan, Le Sun, Yang Xu, Guowei Yang, Zhenyu Lu, Zebin Wu

IEEE Access, 2019

A Hierarchical Student's t-Distributions Based Unsupervised SAR Image Segmentation Method.

Yuhui Zheng, Yahui Sun, Le Sun, Hui Zhang, Byeungwoo Jeon

Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior.

Feiyang Wu, Yuhui Zheng, Le Sun

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.

Yuhui Zheng, Byeungwoo Jeon, Le Sun, Jianwei Zhang, Hui Zhang

IEEE Trans. Circuits Syst. Video Technol., 2018

GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification.

Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation.

Tianming Zhan, Le Sun, Yang Xu, Guowei Yang, Yan Zhang, Zebin Wu

Remote. Sens., 2018

Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation.

Le Sun, Tianming Zhan, Zebin Wu, Liang Xiao, Byeungwoo Jeon

Remote. Sens., 2018

The effect of quantum noise on two different deterministic remote state preparation of an arbitrary three-particle state protocols.

Le Sun, Shengyao Wu, Zhiguo Qu, Mingming Wang, Xiaojun Wang

Quantum Inf. Process., 2018

Optimization of minimum volume constrained hyperspectral image unmixing on CPU-GPU heterogeneous platform.

Zebin Wu, Jianjun Liu, Shun Ye, Le Sun, Zhihui Wei

J. Real Time Image Process., 2018

A Novel 3D Anisotropic Total Variation Regularized Low Rank Method for Hyperspectral Image Mixed Denoising.

Le Sun, Tianming Zhan, Zebin Wu, Byeungwoo Jeon

ISPRS Int. J. Geo Inf., 2018

Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising.

Le Sun, Byeungwoo Jeon, Bushra Naz Soomro, Yuhui Zheng, Zebin Wu, Liang Xiao

IEEE Access, 2018

Hyperspectral Mixed Denoising Via Subspace Low Rank Learning and BM4D Filtering.

Le Sun, Byeungwoo Jeon

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.

Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation.

Le Sun, Byeungwoo Jeon, Zebin Wu, Liang Xiao

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Interactive Construction of Criterion Relations for Multi-criteria Decision Making.

Le Sun, Jinyuan He

Proceedings of the Cloud Computing and Security - 4th International Conference, 2018

Criteria Interdependence in Fuzzy Multi-criteria Decision Making: A Survey.

Le Sun, Jinyuan He

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.

Zhiguo Qu, Shengyao Wu, Mingming Wang, Le Sun, Xiaojun Wang

Quantum Inf. Process., 2017

Hyperspectral Image Restoration Using Low-Rank Representation on Spectral Difference Image.

Le Sun, Byeungwoo Jeon, Yuhui Zheng, Zebin Wu

IEEE Geosci. Remote. Sens. Lett., 2017

A Novel Weighted Cross Total Variation Method for Hyperspectral Image Mixed Denoising.

Le Sun, Byeungwoo Jeon, Yuhui Zheng, Zebin Wu

IEEE Access, 2017

A novel subspace spatial-spectral low rank learning method for hyperspectral denoising.

Le Sun, Byeungwoo Jeon

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Homogeneous region based low rank representation in hidden field for hyperspectral classification.

Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yang Xu, Zebin Wu

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.

Yili Wang, Le Sun, Jin Wang, Yuhui Zheng, Hee Yong Youn

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

A Novel Subspace Super-Pixel Based Low Rank Representation Method for Hyperspectral Denoising.

Le Sun, Yili Wang, Jin Wang, Yuhui Zheng

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

2016

Fractional order variational pan-sharpening.

Pengfei Liu, Liang Xiao, Songze Tang, Le Sun

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Hyperspectral unmixing based on L1-L2 sparsity and total variation.

Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yunjie Chen

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields.

Le Sun, Zebin Wu, Jianjun Liu, Liang Xiao, Zhihui Wei

IEEE Trans. Geosci. Remote. Sens., 2015

Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs.

Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei

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.

Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei

IEEE Geosci. Remote. Sens. Lett., 2015

Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation.

Tianming Zhan, Yang Xu, Le Sun, Zebin Wu, Yongzhao Zhan

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Sparse Non-negative Matrix Factorization on GPUs for Hyperspectral Unmixing.

Zebin Wu, Shun Ye, Jianjun Liu, Le Sun, Zhihui Wei

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization.

Jianjun Liu, Zebin Wu, Le Sun, Zhihui Wei, Liang Xiao

IEEE Geosci. Remote. Sens. Lett., 2014

2013

Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification.

Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Fast Endmember Extraction for Massive Hyperspectral Sensor Data on GPUs.

Zebin Wu, Shun Ye, Jie Wei, Zhihui Wei, Le Sun, Jianjun Liu

Int. J. Distributed Sens. Networks, 2013

Parallel optimization of hyperspectral unmixing based on sparsity constrained nonnegative matrix factorization.

Zebin Wu, Shun Ye, Jie Wei, Jianjun Liu, Zhihui Wei, Le Sun

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Supervised hyperspectral image classification using sparse logistic regression and spatial-TV regularization.

Le Sun, Zebin Wu, Jianjun Liu, Zhihui Wei

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

A split bregman method for linear spectral unmixing.

Jianjun Liu, Zebin Wu, Zhihui Wei, Le Sun

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing.

Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012