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Jun Li
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 184
Top Topics
Hyperspectral
Image Classification
Convolutional Neural Networks
E Learning
Top Venues
IEEE Trans. Geosci. Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
IGARSS
IEEE Geosci. Remote. Sens. Lett.
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Publications
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Lin He
,
Zhou Fang
,
Jun Li
,
Jocelyn Chanussot
,
Antonio Plaza
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Peng Zheng
,
Zebin Wu
,
Yang Xu
,
Jin Sun
,
Fei Ye
,
Chuan Qin
,
Zhihui Wei
,
Javier Plaza
,
Jun Li
,
Antonio Plaza
Unified Cloud-Based Framework for Hyperspectral and Multispectral Image Fusion Incorporating Nonlocal Principles and Tensor Decomposition.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Ying Zhang
,
Lianhui Liang
,
Jun Li
,
Antonio Plaza
,
Xudong Kang
,
Jianxu Mao
,
Yaonan Wang
Structural and Textural-Aware Feature Extraction for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
21 (2024)
Liangli Meng
,
Yunfei Li
,
Ruoque Shen
,
Yi Zheng
,
Baihong Pan
,
Wenping Yuan
,
Jun Li
,
Li Zhuo
Large-scale and high-resolution paddy rice intensity mapping using downscaling and phenology-based algorithms on Google Earth Engine.
Int. J. Appl. Earth Obs. Geoinformation
128 (2024)
Zhenjie Liu
,
Jun Li
,
Lizhe Wang
,
Antonio Plaza
Integration of Remote Sensing and Crowdsourced Data for Fine-Grained Urban Flood Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Yan He
,
Bing Tu
,
Bo Liu
,
Jun Li
,
Antonio Plaza
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification.
CoRR
(2024)
Yunfei Li
,
Liangli Meng
,
Huaizhang Sun
,
Qian Shi
,
Jun Li
,
Yaotong Cai
Accelerate spatiotemporal fusion for large-scale applications.
Int. J. Appl. Earth Obs. Geoinformation
129 (2024)
Yongshan Zhang
,
Shuaikang Yan
,
Xinwei Jiang
,
Lefei Zhang
,
Zhihua Cai
,
Jun Li
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Yunfei Li
,
Jiali Li
,
Liangli Meng
,
Zhenjie Liu
,
Qian Shi
,
Jun Li
A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Nan Wu
,
Jining Yan
,
Dong Liang
,
Zhongchang Sun
,
Rajiv Ranjan
,
Jun Li
High-resolution mapping of GDP using multi-scale feature fusion by integrating remote sensing and POI data.
Int. J. Appl. Earth Obs. Geoinformation
129 (2024)
Tiecheng Song
,
Shufen Bai
,
Feng Yang
,
Chenqiang Gao
,
Haonan Chen
,
Jun Li
Exploring Hybrid Contrastive Learning and Scene-to-Label Information for Multilabel Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Tiecheng Song
,
Zheng Zeng
,
Chenqiang Gao
,
Haonan Chen
,
Jun Li
Joint Classification of Hyperspectral and LiDAR Data Using Height Information Guided Hierarchical Fusion-and-Separation Network.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Bing Tu
,
Xianchang Yang
,
Wei He
,
Jun Li
,
Antonio Plaza
Hyperspectral Anomaly Detection Using Reconstruction Fusion of Quaternion Frequency Domain Analysis.
IEEE Trans. Neural Networks Learn. Syst.
35 (6) (2024)
Jia Chen
,
Paolo Gamba
,
Jun Li
MAHUM: A Multitasks Autoencoder Hyperspectral Unmixing Model.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Jining Yan
,
Jingwei Liu
,
Dong Liang
,
Yi Wang
,
Jun Li
,
Lizhe Wang
Semantic Segmentation of Land Cover in Urban Areas by Fusing Multisource Satellite Image Time Series.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Gaodian Zhou
,
Jiahui Xu
,
Weitao Chen
,
Xianju Li
,
Jun Li
,
Lizhe Wang
Deep Feature Enhancement Method for Land Cover With Irregular and Sparse Spatial Distribution Features: A Case Study on Open-Pit Mining.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Haoran Xu
,
Lizhe Wang
,
Wei Han
,
Yixin Yang
,
Jiabao Li
,
Yue Lu
,
Jun Li
A Survey on UAV Applications in Smart City Management: Challenges, Advances, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
16 (2023)
Kaidong Wang
,
Xiuwu Liao
,
Jun Li
,
Deyu Meng
,
Yao Wang
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network.
IEEE Trans. Image Process.
32 (2023)
Lianhui Liang
,
Ying Zhang
,
Shaoquan Zhang
,
Jun Li
,
Antonio Plaza
,
Xudong Kang
Fast Hyperspectral Image Classification Combining Transformers and SimAM-Based CNNs.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Jiali Li
,
Yunfei Li
,
Jun Li
Removing Influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
20 (2023)
Lianhui Liang
,
Shaoquan Zhang
,
Jun Li
,
Antonio Plaza
,
Zhi Cui
Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks.
Remote. Sens.
15 (7) (2023)
Gaodian Zhou
,
Weitao Chen
,
Xuwen Qin
,
Jun Li
,
Lizhe Wang
Lithological Unit Classification Based on Geological Knowledge-Guided Deep Learning Framework for Optical Stereo Mapping Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Lin He
,
Dahan Xi
,
Jun Li
,
Honghao Lai
,
Antonio Plaza
,
Jocelyn Chanussot
Dynamic Hyperspectral Pansharpening CNNs.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Jiao Ling
,
Zhaozhao Zeng
,
Qian Shi
,
Jun Li
,
Bing Zhang
Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
16 (2023)
Zhuoyi Zhao
,
Xiang Xu
,
Jun Li
,
Shutao Li
,
Antonio Plaza
Gabor-Modulated Grouped Separable Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Xiaolong Liao
,
Bing Tu
,
Jun Li
,
Antonio Plaza
Class-wise Graph Embedding-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Huiling Gao
,
Shutao Li
,
Jun Li
,
Renwei Dian
Multispectral Image Pan-Sharpening Guided by Component Substitution Model.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Aojun Gong
,
Junfei Nie
,
Chen Niu
,
Yuan Yu
,
Jun Li
,
Lianbo Guo
Edge and Skeleton Guidance Network for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Circuits Syst. Video Technol.
33 (12) (2023)
Lin He
,
Xinyi Li
,
Xinguo He
,
Jun Li
,
Shuang Song
,
Antonio Plaza
VSP-Based Warping for Stitching Many UAV Images.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Lin Yan
,
Jun Li
,
Chenchao Xiao
Vicarious Radiometric Calibration of the AHSI Instrument Onboard ZY1E on Dunhuang Radiometric Calibration Site.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Tiecheng Song
,
Yuanlin Wang
,
Chenqiang Gao
,
Haonan Chen
,
Jun Li
MSLAN: A Two-Branch Multidirectional Spectral-Spatial LSTM Attention Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Yunfei Li
,
Runlin Cai
,
Jun Li
,
Zhenjie Liu
,
Liangli Meng
,
Lin He
Pansharpening-Based Spatio-Temporal Fusion for Predicting Intense Surface Changes.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Yunfei Li
,
Qian Shi
,
Lin He
,
Runlin Cai
,
Liangli Meng
,
Jun Li
,
Antonio Plaza
Fusing Sentinel-2 and Landsat-8 Surface Reflectance Data via Pixel-Wise Local Normalization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
15 (2022)
Jun Yue
,
Leyuan Fang
,
Pedram Ghamisi
,
Weiying Xie
,
Jun Li
,
Jocelyn Chanussot
,
Antonio J. Plaza
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR
(2022)
Runlin Cai
,
Chenying Liu
,
Jun Li
Phase-Induced Gabor-Based Multiview Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Lin He
,
Jinhua Xie
,
Jun Li
,
Antonio Plaza
,
Jocelyn Chanussot
,
Jiawei Zhu
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Shaohui Mei
,
Xiaofeng Chen
,
Yifan Zhang
,
Jun Li
,
Antonio Plaza
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Bing Tu
,
Zhi Wang
,
Huiting Ouyang
,
Xianchang Yang
,
Jun Li
,
Antonio Plaza
Hyperspectral Anomaly Detection Using the Spectral-Spatial Graph.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Shaoquan Zhang
,
Guorong Zhang
,
Fan Li
,
Chengzhi Deng
,
Shengqian Wang
,
Antonio Plaza
,
Jun Li
Spectral-Spatial Hyperspectral Unmixing Using Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Runyu Fan
,
Fengpeng Li
,
Wei Han
,
Jining Yan
,
Jun Li
,
Lizhe Wang
Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Bingze Song
,
Peng Liu
,
Jun Li
,
Lizhe Wang
,
Luo Zhang
,
Guojin He
,
Lajiao Chen
,
Jianbo Liu
MLFF-GAN: A Multilevel Feature Fusion With GAN for Spatiotemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Lianhui Liang
,
Shaoquan Zhang
,
Jun Li
Multiscale DenseNet Meets With Bi-RNN for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
15 (2022)
Zhaozhao Zeng
,
Haonan Chen
,
Qian Shi
,
Jun Li
Spatial Downscaling of IMERG Considering Vegetation Index Based on Adaptive Lag Phase.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Heng-Chao Li
,
Wen-Shuai Hu
,
Wei Li
,
Jun Li
,
Qian Du
,
Antonio Plaza
CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst.
33 (2) (2022)
Zhi He
,
Jun Li
,
Lin Liu
,
Dan He
,
Man Xiao
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Wei Han
,
Jun Li
,
Sheng Wang
,
Xinyu Zhang
,
Yusen Dong
,
Runyu Fan
,
Xiaohan Zhang
,
Lizhe Wang
Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Bing Tu
,
Zhi Wang
,
Xianchang Yang
,
Jun Li
,
Antonio Plaza
Hyperspectral Anomaly Detection Using Quantum Potential Clustering.
IEEE Trans. Instrum. Meas.
71 (2022)
Shubing Ouyang
,
Jiahui Xu
,
Weitao Chen
,
Yusen Dong
,
Xianju Li
,
Jun Li
A Fine-Grained Genetic Landform Classification Network Based on Multimodal Feature Extraction and Regional Geological Context.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Bing Tu
,
Xianchang Yang
,
Xianfeng Ou
,
Guoyun Zhang
,
Jun Li
,
Antonio Plaza
Ensemble Entropy Metric for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Runyu Fan
,
Jun Li
,
Fengpeng Li
,
Wei Han
,
Lizhe Wang
Multilevel Spatial-Channel Feature Fusion Network for Urban Village Classification by Fusing Satellite and Streetview Images.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Heng-Chao Li
,
Wen-Shuai Hu
,
Wei Li
,
Jun Li
,
Qian Du
,
Antonio Plaza
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification.
CoRR
(2022)
Jun Li
,
Yunfei Li
,
Runlin Cai
,
Lin He
,
Jin Chen
,
Antonio Plaza
Enhanced Spatiotemporal Fusion via MODIS-Like Images.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Runyu Fan
,
Jun Li
,
Weijing Song
,
Wei Han
,
Jining Yan
,
Lizhe Wang
Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data.
Int. J. Appl. Earth Obs. Geoinformation
111 (2022)
Lin He
,
Jiawei Zhu
,
Jun Li
,
Antonio Plaza
,
Jocelyn Chanussot
,
Zhuliang Yu
CNN-Based Hyperspectral Pansharpening With Arbitrary Resolution.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Runmin Cong
,
Yumo Zhang
,
Leyuan Fang
,
Jun Li
,
Yao Zhao
,
Sam Kwong
RRNet: Relational Reasoning Network With Parallel Multiscale Attention for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Yunfei Li
,
Jun Li
,
Shaoquan Zhang
A Extremely Fast Spatio-Temporal Fusion Method for Remotely Sensed Images.
IGARSS
(2021)
Yuanchao Su
,
Xiang Xu
,
Jun Li
,
Hairong Qi
,
Paolo Gamba
,
Antonio Plaza
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
59 (10) (2021)
Yuming Tang
,
Ruru Deng
,
Jun Li
,
Yeheng Liang
,
Longhai Xiong
,
Yongming Liu
,
Ruihao Zhang
,
Zhenqun Hua
Estimation of Ultrahigh Resolution PM2.5 Mass Concentrations Based on Mie Scattering Theory by Using Landsat8 OLI Images over Pearl River Delta.
Remote. Sens.
13 (13) (2021)
Jun Li
,
Zhenjie Liu
,
Xinya Lei
,
Lizhe Wang
Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments.
Proc. IEEE
109 (8) (2021)
Jun Li
,
Wei Zhou
Bregman linearized reweighted alternating minimization for robust sparse recovery.
Signal Process.
188 (2021)
Zhenjie Liu
,
Qiang Qiu
,
Jun Li
,
Lizhe Wang
,
Antonio Plaza
Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media.
IEEE Trans. Geosci. Remote. Sens.
59 (8) (2021)
Wenjing Deng
,
Qian Shi
,
Jun Li
Attention-Gate-Based Encoder-Decoder Network for Automatical Building Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Chenying Liu
,
Jun Li
,
Lin He
,
Antonio Plaza
,
Shutao Li
,
Bo Li
Naive Gabor Networks for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
32 (1) (2021)
Runmin Cong
,
Yumo Zhang
,
Leyuan Fang
,
Jun Li
,
Chunjie Zhang
,
Yao Zhao
,
Sam Kwong
RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images.
CoRR
(2021)
Xin Huang
,
Shuang Li
,
Jiayi Li
,
Xiuping Jia
,
Jun Li
,
Xiao Xiang Zhu
,
Jón Atli Benediktsson
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens.
59 (12) (2021)
Bingkun Liang
,
Chenying Liu
,
Jun Li
,
Antonio Plaza
,
José M. Bioucas-Dias
Semisupervised Discriminative Random Field for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Zebin Wu
,
Jin Sun
,
Yi Zhang
,
Yaoqin Zhu
,
Jun Li
,
Antonio Plaza
,
Jón Atli Benediktsson
,
Zhihui Wei
Scheduling-Guided Automatic Processing of Massive Hyperspectral Image Classification on Cloud Computing Architectures.
IEEE Trans. Cybern.
51 (7) (2021)
Xiang Xu
,
Jun Li
,
Shutao Li
,
Antonio Plaza
Curvelet Transform Domain-Based Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
13 (2020)
Lin He
,
Jiawei Zhu
,
Jun Li
,
Deyu Meng
,
Jocelyn Chanussot
,
Antonio Plaza
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
13 (2020)
Lin He
,
Chenying Liu
,
Jun Li
,
Yuanqing Li
,
Shutao Li
,
Zhuliang Yu
Hyperspectral Image Spectral-Spatial-Range Gabor Filtering.
IEEE Trans. Geosci. Remote. Sens.
58 (7) (2020)
Zhenjie Liu
,
Jun Li
,
Javier Plaza
,
Antonio Plaza
Spatial Bias Correction of Social Media Data by Exploiting Remote Sensing Knowledge in Data-Deficient Regions.
IGARSS
(2020)
Feng Xu
,
Cheng Hu
,
Jun Li
,
Antonio Plaza
,
Mihai Datcu
Special focus on deep learning in remote sensing image processing.
Sci. China Inf. Sci.
63 (4) (2020)
Yunfei Li
,
Jun Li
,
Lin He
,
Jin Chen
,
Antonio Plaza
A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks.
Sci. China Inf. Sci.
63 (4) (2020)
Jun Li
,
Yunfei Li
,
Lin He
,
Jin Chen
,
Antonio Plaza
Spatio-temporal fusion for remote sensing data: an overview and new benchmark.
Sci. China Inf. Sci.
63 (4) (2020)
Haoyang Yu
,
Lianru Gao
,
Jun Li
,
Bing Zhang
Subspace-based multitask learning framework for hyperspectral imagery classification.
Multim. Tools Appl.
79 (13-14) (2020)
Xiang Xu
,
Jun Li
,
Shutao Li
,
Antonio Plaza
Generalized Morphological Component Analysis for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
58 (4) (2020)
Boxi Shen
,
Xiang Xu
,
Jun Li
,
Antonio Plaza
,
Qunying Huang
Unfolding Spatial-Temporal Patterns of Taxi Trip based on an Improved Network Kernel Density Estimation.
ISPRS Int. J. Geo Inf.
9 (11) (2020)
Alim Samat
,
Jun Li
,
Cong Lin
,
Sicong Liu
,
Erzhu Li
Edge Gradient-Based Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
17 (9) (2020)
Shaohui Mei
,
Ge Zhang
,
Jun Li
,
Yifan Zhang
,
Qian Du
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
13 (2020)
Juan Mario Haut
,
Mercedes Eugenia Paoletti
,
Javier Plaza
,
Antonio Plaza
,
Jun Li
Hyperspectral Image Classification Using Random Occlusion Data Augmentation.
IEEE Geosci. Remote. Sens. Lett.
16 (11) (2019)
Mingyang Zhang
,
Maoguo Gong
,
Yishun Mao
,
Jun Li
,
Yue Wu
Unsupervised Feature Extraction in Hyperspectral Images Based on Wasserstein Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
57 (5) (2019)
Yuanchao Su
,
Jun Li
,
Hairong Qi
,
Paolo Gamba
,
Antonio Plaza
,
Javier Plaza
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing.
IGARSS
(2019)
Lin He
,
Yizhou Rao
,
Jun Li
,
Jocelyn Chanussot
,
Antonio Plaza
,
Jiawei Zhu
,
Bo Li
Pansharpening via Detail Injection Based Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (4) (2019)
Chenying Liu
,
Jun Li
,
Mercedes Eugenia Paoletti
,
Juan Mario Haut
,
Antonio Plaza
,
Qian Shi
Accessibility-Free Active Learning for Hyperspectral Image Classification.
IGARSS
(2019)
Yunfei Li
,
Chenying Liu
,
Lin Yan
,
Jun Li
,
Antonio Plaza
,
Bo Li
A New Spatio-Temporal Fusion Method for Remotely Sensed Data Based on Convolutional Neural Networks.
IGARSS
(2019)
Bing Zhang
,
Zhengchao Chen
,
Dailiang Peng
,
Jón Atli Benediktsson
,
Bo Liu
,
Lei Zou
,
Jun Li
,
Antonio Plaza
Remotely sensed big data: evolution in model development for information extraction [point of view].
Proc. IEEE
107 (12) (2019)
Juan Mario Haut
,
Mercedes Eugenia Paoletti
,
Rubén Fernández-Beltran
,
Javier Plaza
,
Antonio J. Plaza
,
Jun Li
Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model.
IEEE Geosci. Remote. Sens. Lett.
16 (9) (2019)
Lin He
,
Jiawei Zhu
,
Jun Li
,
Antonio Plaza
,
Jocelyn Chanussot
,
Bo Li
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (8) (2019)
Xiang Xu
,
Jun Li
,
Shutao Li
,
Antonio Plaza
Subpixel Component Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
57 (8) (2019)
Han Liu
,
Jun Li
,
Lin He
,
Yu Wang
Superpixel-Guided Layer-Wise Embedding CNN for Remote Sensing Image Classification.
Remote. Sens.
11 (2) (2019)
Mercedes Eugenia Paoletti
,
Juan Mario Haut
,
Rubén Fernández-Beltran
,
Javier Plaza
,
Antonio Plaza
,
Jun Li
,
Filiberto Pla
Capsule Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
57 (4) (2019)
Shuyuan Xu
,
Jun Li
,
Mahdi Khodadadzadeh
,
Andrea Marinoni
,
Paolo Gamba
,
Bo Li
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (4) (2019)
Yanfeng Gu
,
Tianzhu Liu
,
Jun Li
Superpixel Tensor Model for Spatial-Spectral Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
57 (7) (2019)
Yuanchao Su
,
Jun Li
,
Antonio Plaza
,
Andrea Marinoni
,
Paolo Gamba
,
Somdatta Chakravortty
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
57 (7) (2019)
Juan Mario Haut
,
Mercedes Eugenia Paoletti
,
Javier Plaza
,
Antonio Plaza
,
Jun Li
Visual Attention-Driven Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
57 (10) (2019)
Chenying Liu
,
Jun Li
,
Lin He
Superpixel-Based Semisupervised Active Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (1) (2019)
Shaoquan Zhang
,
Chengzhi Deng
,
Jun Li
,
Shengqian Wang
,
Fan Li
,
Chenguang Xu
,
Antonio Plaza
Superpixel-Guided Sparse Unmixing for Remotely Sensed Hyperspectral Imagery.
IGARSS
(2019)
Chenying Liu
,
Jun Li
,
Lin He
,
Antonio J. Plaza
,
Shutao Li
,
Bo Li
Naive Gabor Networks.
CoRR
(2019)
Xiang Xu
,
Jun Li
,
Shutao Li
Multiview Intensity-Based Active Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
56 (2) (2018)
Jie Hu
,
Zhi He
,
Jun Li
,
Lin He
,
Yiwen Wang
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens.
10 (7) (2018)