Le Sun

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

Top Topics

Image Classification

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Qian Sun, Guangrui Zhao, Xinyuan Xia, Yu Xie, Chenrong Fang, Le Sun, Zebin Wu, Chengsheng Pan
Hyperspectral Image Classification Based on Multi-Scale Convolutional Features and Multi-Attention Mechanisms. Remote. Sens. 16 (12) (2024)
Zirui Li, Runbang Liu, Le Sun, Yuhui Zheng
Multi-Feature Cross Attention-Induced Transformer Network for Hyperspectral and LiDAR Data Classification. Remote. Sens. 16 (15) (2024)
Xinyu Wang, Le Sun, Chuhan Lu, Baozhu Li
A Novel Transformer Network with a CNN-Enhanced Cross-Attention Mechanism for Hyperspectral Image Classification. Remote. Sens. 16 (7) (2024)
Wen Lu, Xinyu Wang, Le Sun, Yuhui Zheng
Spectral-Spatial Feature Extraction for Hyperspectral Image Classification Using Enhanced Transformer with Large-Kernel Attention. Remote. Sens. 16 (1) (2024)
Le Sun, Xinyu Wang, Yuhui Zheng, Zebin Wu, Liyong Fu
Multiscale 3-D-2-D Mixed CNN and Lightweight Attention-Free Transformer for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Qian Sun, Guangrui Zhao, Yu Fang, Chenrong Fang, Le Sun, Xingying Li
MEA-EFFormer: Multiscale Efficient Attention with Enhanced Feature Transformer for Hyperspectral Image Classification. Remote. Sens. 16 (9) (2024)
Le Sun, Hang Zhang, Yuhui Zheng, Zebin Wu, Zhonglin Ye, Haixing Zhao
MASSFormer: Memory-Augmented Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xuan Fei, Sijia Wu, Jianyu Miao, Guicai Wang, Le Sun
Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification. Remote. Sens. 16 (2) (2024)
Haoyu Gong, Qian Sun, Chenrong Fang, Le Sun, Ran Su
TreeDetector: Using Deep Learning for the Localization and Reconstruction of Urban Trees from High-Resolution Remote Sensing Images. Remote. Sens. 16 (3) (2024)
Le Sun, Shunfeng Wang, Jin Wang, Yuhui Zheng, Byeungwoo Jeon
Hyperspectral classification employing spatial-spectral low rank representation in hidden fields. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Chengxun He, Qiujie Cao, Yang Xu, Le Sun, Zebin Wu, Zhihui Wei
Weighted Order-p Tensor Nuclear Norm Minimization and Its Application to Hyperspectral Image Mixed Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hao Xiang, Baozhu Li, Le Sun, Yuhui Zheng, Zebin Wu, Jianwei Zhang, Byeungwoo Jeon
Hyperspectral Compressive Image Reconstruction With Deep Tucker Decomposition and Spatial-Spectral Learning Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Huicong Wu, Liang Xiao, Le Sun, Byeungwoo Jeon
A Novel Video Stabilization Model With Motion Morphological Component Priors. IEEE Trans. Multim. 25 (2023)
Le Sun, Chengxun He, Yuhui Zheng, Zebin Wu, Byeungwoo Jeon
Tensor Cascaded-Rank Minimization in Subspace: A Unified Regime for Hyperspectral Image Low-Level Vision. IEEE Trans. Image Process. 32 (2023)
Le Sun, Ying Chen, Baozhu Li
SISLU-Net: Spatial Information-Assisted Spectral Information Learning Unmixing Network for Hyperspectral Images. Remote. Sens. 15 (3) (2023)
Wei Huang, Yuhao Zhao, Le Sun, Lu Gao, Yuwen Chen
A Novel Adaptive Edge Aggregation and Multiscale Feature Interaction Detector for Object Detection in Remote Sensing Images. Remote. Sens. 15 (21) (2023)
Yu Fang, Qiaolin Ye, Le Sun, Yuhui Zheng, Zebin Wu
Multiattention Joint Convolution Feature Representation With Lightweight Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Guangrui Zhao, Qiaolin Ye, Le Sun, Zebin Wu, Chengsheng Pan, Byeungwoo Jeon
Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Transformer. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Le Sun, Qiujie Cao, Yuwen Chen, Yuhui Zheng, Zebin Wu
Mixed Noise Removal for Hyperspectral Images Based on Global Tensor Low-Rankness and Nonlocal SVD-Aided Group Sparsity. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Le Sun, Qing Wang, Yuwen Chen, Yuhui Zheng, Zebin Wu, Liyong Fu, Byeungwoo Jeon
CRNet: Channel-Enhanced Remodeling-Based Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shiwei Cheng, Baozhu Li, Le Sun, Yuwen Chen
HRRNet: Hierarchical Refinement Residual Network for Semantic Segmentation of Remote Sensing Images. Remote. Sens. 15 (5) (2023)
Duolin Wang, Yadang Chen, Bushra Naz, Le Sun, Baozhu Li
Spatial-Aware Transformer (SAT): Enhancing Global Modeling in Transformer Segmentation for Remote Sensing Images. Remote. Sens. 15 (14) (2023)
Le Sun, Shiwei Cheng, Yuhui Zheng, Zebin Wu, Jianwei Zhang
SPANet: Successive Pooling Attention Network for Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Le Sun, Feiyang Wu, Chengxun He, Tianming Zhan, Wei Liu, Daopan Zhang
Low-Rank Regularizations With Superpixel Segmentation for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Le Sun, Huxiang Guo
Norm and Tucker Tensor Decomposition. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Wei Huang, Zhuobing Zhao, Le Sun, Ming Ju
Dual-Branch Attention-Assisted CNN for Hyperspectral Image Classification. Remote. Sens. 14 (23) (2022)
Le Sun, Yu Fang, Yuwen Chen, Wei Huang, Zebin Wu, Byeungwoo Jeon
Multi-Structure KELM With Attention Fusion Strategy for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Le Sun, Guangrui Zhao, Yuhui Zheng, Zebin Wu
Spectral-Spatial Feature Tokenization Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yingjie Cui, Yunan Qiu, Le Sun, Xinyao Shu, Zhenyu Lu
Quantitative Short-Term Precipitation Model Using Multimodal Data Fusion Based on a Cross-Attention Mechanism. Remote. Sens. 14 (22) (2022)
Junru Yin, Jiantao Qu, Le Sun, Wei Huang, Qiqiang Chen
A Local and Nonlocal Feature Interaction Network for Pansharpening. Remote. Sens. 14 (15) (2022)
Le Sun, Qihao Cheng, Zhiguo Chen
Hyperspectral Image Super-Resolution Method Based on Spectral Smoothing Prior and Tensor Tubal Row-Sparse Representation. Remote. Sens. 14 (9) (2022)
Le Sun, Chengxun He
Hyperspectral Image Mixed Denoising Using Difference Continuity-Regularized Nonlocal Tensor Subspace Low-Rank Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chengxun He, Le Sun, Wei Huang, Jianwei Zhang, Yuhui Zheng, Byeungwoo Jeon
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising. Signal Process. 184 (2021)
Le Sun, Xiangbo Song, Huxiang Guo, Guangrui Zhao, Jinwei Wang
Patch-Wise Semantic Segmentation for Hyperspectral Images via a Cubic Capsule Network with EMAP Features. Remote. Sens. 13 (17) (2021)
Wei Liu, Chengxun He, Le Sun
Spectral-Smoothness and Non-Local Self-Similarity Regularized Subspace Low-Rank Learning Method for Hyperspectral Mixed Denoising. Remote. Sens. 13 (16) (2021)
Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Lei Pan, Chengxun He, Yang Xiang, Le Sun
Multiscale Adjacent Superpixel-Based Extended Multi-Attribute Profiles Embedded Multiple Kernel Learning Method for Hyperspectral Classification. Remote. Sens. 13 (1) (2021)
Wei Huang, Jingjing Feng, Hua Wang, Le Sun
A New Architecture of Densely Connected Convolutional Networks for Pan-Sharpening. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Le Sun, Feiyang Wu, Tianming Zhan, Wei Liu, Jin Wang, Byeungwoo Jeon
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Le Sun, Chengxun He, Yuhui Zheng, Songze Tang
SLRL4D: Joint Restoration of Subspace Low-Rank Learning and Non-Local 4-D Transform Filtering for Hyperspectral Image. Remote. Sens. 12 (18) (2020)
Jinwei Wang, Xiangbo Song, Le Sun, Wei Huang, Jin Wang
A Novel Cubic Convolutional Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Le Sun, Chenyang Ma, Yunjie Chen, Yuhui Zheng, Hiuk Jae Shim, Zebin Wu, Byeungwoo Jeon
Low Rank Component Induced Spatial-Spectral Kernel Method for Hyperspectral Image Classification. IEEE Trans. Circuits Syst. Video Technol. 30 (10) (2020)
Zhenyu Lu, Bin Xu, Le Sun, Tianming Zhan, Songze Tang
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. 13 (2020)
Qian Liu, Zebin Wu, Le Sun, Yang Xu, Lu Du, Zhihui Wei
Kernel Low-Rank Representation Based on Local Similarity for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (6) (2019)
Yuhui Zheng, Le Sun, Shunfeng Wang, Jianwei Zhang, Jifeng Ning
Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking. IEEE Trans. Neural Networks Learn. Syst. 30 (10) (2019)
Yuhui Zheng, Huihui Song, Le Sun, Zebin Wu, Byeungwoo Jeon
Spatiotemporal Fusion of Satellite Images via Very Deep Convolutional Networks. Remote. Sens. 11 (22) (2019)
Le Sun, Chenyang Ma, Yunjie Chen, Hiuk Jae Shim, Zebin Wu, Byeungwoo Jeon
Adjacent Superpixel-Based Multiscale Spatial-Spectral Kernel for Hyperspectral Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (6) (2019)
Feiyang Wu, Yuhui Zheng, Le Sun
Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior. IScIDE (1) (2019)
Songze Tang, Yang Xu, Lili Huang, Le Sun
Hyperspectral Image Super-Resolution via Adaptive Dictionary Learning and Double l1 Constraint. Remote. Sens. 11 (23) (2019)
Le Sun
An influence diagram based cloud service selection approach in dynamic cloud marketplaces. Clust. Comput. 22 (Supplement) (2019)
Songze Tang, Xuhuan Zhou, Nan Zhou, Le Sun, Jin Wang
Face Sketch Synthesis Based on Local and Nonlocal Similarity Regularization. J. Inf. Process. Syst. 15 (6) (2019)
Tianming Zhan, Minghua Wan, Le Sun, Yang Xu, Guowei Yang, Zhenyu Lu, Zebin Wu
Robust Regression-Based Markov Random Field for Hyperspectral Image Classification. IEEE Access 7 (2019)
Yuhui Zheng, Yahui Sun, Le Sun, Hui Zhang, Byeungwoo Jeon
A Hierarchical Student's t-Distributions Based Unsupervised SAR Image Segmentation Method. IScIDE (1) (2019)
Le Sun, Jinyuan He
An extensible framework for ECG anomaly detection in wireless body sensor monitoring systems. Int. J. Sens. Networks 29 (2) (2019)
Yuhui Zheng, Feiyang Wu, Hiuk Jae Shim, Le Sun
Sparse Unmixing for Hyperspectral Image with Nonlocal Low-Rank Prior. Remote. Sens. 11 (24) (2019)
Le Sun, Byeungwoo Jeon
Hyperspectral Mixed Denoising Via Subspace Low Rank Learning and BM4D Filtering. IGARSS (2018)
Le Sun, Byeungwoo Jeon, Bushra Naz Soomro, Yuhui Zheng, Zebin Wu, Liang Xiao
Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising. IEEE Access 6 (2018)
Jinhuan Xu, Pengfei Liu, Le Sun, Liang Xiao
Discriminative Pixel-Pairwise Constraint-Guided Extreme Learning Machine for Semi-Supervised Hyperspectral Image Classification. ICIP (2018)
Le Sun, Shengyao Wu, Zhiguo Qu, Mingming Wang, Xiaojun Wang
The effect of quantum noise on two different deterministic remote state preparation of an arbitrary three-particle state protocols. Quantum Inf. Process. 17 (10) (2018)
Le Sun, Jinyuan He
Interactive Construction of Criterion Relations for Multi-criteria Decision Making. ICCCS (1) (2018)
Zebin Wu, Jianjun Liu, Shun Ye, Le Sun, Zhihui Wei
Optimization of minimum volume constrained hyperspectral image unmixing on CPU-GPU heterogeneous platform. J. Real Time Image Process. 15 (2) (2018)
Le Sun, Tianming Zhan, Zebin Wu, Byeungwoo Jeon
A Novel 3D Anisotropic Total Variation Regularized Low Rank Method for Hyperspectral Image Mixed Denoising. ISPRS Int. J. Geo Inf. 7 (10) (2018)
Le Sun, Byeungwoo Jeon, Zebin Wu, Liang Xiao
Hyperspectral Denoising Via Cross Total Variation-Regularized Unidirectional Nonlocal Low-Rank Tensor Approximation. ICIP (2018)
Tianming Zhan, Le Sun, Yang Xu, Guowei Yang, Yan Zhang, Zebin Wu
Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation. Remote. Sens. 10 (10) (2018)
Le Sun, Tianming Zhan, Zebin Wu, Liang Xiao, Byeungwoo Jeon
Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation. Remote. Sens. 10 (12) (2018)
Zebin Wu, Linlin Shi, Jun Li, Qicong Wang, Le Sun, Zhihui Wei, Javier Plaza, Antonio Plaza
GPU Parallel Implementation of Spatially Adaptive Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Le Sun, Jinyuan He
Criteria Interdependence in Fuzzy Multi-criteria Decision Making: A Survey. ICCCS (1) (2018)
Yuhui Zheng, Byeungwoo Jeon, Le Sun, Jianwei Zhang, Hui Zhang
Student's t-Hidden Markov Model for Unsupervised Learning Using Localized Feature Selection. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Le Sun, Byeungwoo Jeon
A novel subspace spatial-spectral low rank learning method for hyperspectral denoising. VCIP (2017)
Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yang Xu, Zebin Wu
Homogeneous region based low rank representation in hidden field for hyperspectral classification. IGARSS (2017)
Le Sun, Byeungwoo Jeon, Yuhui Zheng, Zebin Wu
A Novel Weighted Cross Total Variation Method for Hyperspectral Image Mixed Denoising. IEEE Access 5 (2017)
Zhiguo Qu, Shengyao Wu, Mingming Wang, Le Sun, Xiaojun Wang
Effect of quantum noise on deterministic remote state preparation of an arbitrary two-particle state via various quantum entangled channels. Quantum Inf. Process. 16 (12) (2017)
Le Sun, Byeungwoo Jeon, Yuhui Zheng, Zebin Wu
Hyperspectral Image Restoration Using Low-Rank Representation on Spectral Difference Image. IEEE Geosci. Remote. Sens. Lett. 14 (7) (2017)
Yili Wang, Le Sun, Jin Wang, Yuhui Zheng, Hee Yong Youn
A Novel Feature-Based Text Classification Improving the Accuracy of Twitter Sentiment Analysis. CSA/CUTE (2017)
Le Sun, Yili Wang, Jin Wang, Yuhui Zheng
A Novel Subspace Super-Pixel Based Low Rank Representation Method for Hyperspectral Denoising. CSA/CUTE (2017)
Le Sun, Byeungwoo Jeon, Yuhui Zheng, Yunjie Chen
Hyperspectral unmixing based on L1-L2 sparsity and total variation. ICIP (2016)
Pengfei Liu, Liang Xiao, Songze Tang, Le Sun
Fractional order variational pan-sharpening. IGARSS (2016)
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
Parallel Spatial-Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Le Sun, Zebin Wu, Jianjun Liu, Liang Xiao, Zhihui Wei
Supervised Spectral-Spatial Hyperspectral Image Classification With Weighted Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 53 (3) (2015)
Zebin Wu, Qicong Wang, Antonio Plaza, Jun Li, Le Sun, Zhihui Wei
Real-Time Implementation of the Sparse Multinomial Logistic Regression for Hyperspectral Image Classification on GPUs. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Tianming Zhan, Yang Xu, Le Sun, Zebin Wu, Yongzhao Zhan
Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation. IGARSS (2015)
Zebin Wu, Shun Ye, Jianjun Liu, Le Sun, Zhihui Wei
Sparse Non-negative Matrix Factorization on GPUs for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Jianjun Liu, Zebin Wu, Le Sun, Zhihui Wei, Liang Xiao
Hyperspectral Image Classification Using Kernel Sparse Representation and Semilocal Spatial Graph Regularization. IEEE Geosci. Remote. Sens. Lett. 11 (8) (2014)
Zebin Wu, Shun Ye, Jie Wei, Zhihui Wei, Le Sun, Jianjun Liu
Fast Endmember Extraction for Massive Hyperspectral Sensor Data on GPUs. Int. J. Distributed Sens. Networks 9 (2013)
Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun
Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (6) (2013)
Zebin Wu, Shun Ye, Jie Wei, Jianjun Liu, Zhihui Wei, Le Sun
Parallel optimization of hyperspectral unmixing based on sparsity constrained nonnegative matrix factorization. IGARSS (2013)
Le Sun, Zebin Wu, Jianjun Liu, Zhihui Wei
Supervised hyperspectral image classification using sparse logistic regression and spatial-TV regularization. IGARSS (2013)
Jianjun Liu, Zebin Wu, Zhihui Wei, Liang Xiao, Le Sun
A novel sparsity constrained nonnegative matrix factorization for hyperspectral unmixing. IGARSS (2012)
Jianjun Liu, Zebin Wu, Zhihui Wei, Le Sun
A split bregman method for linear spectral unmixing. WHISPERS (2012)