jun li

jun li

Sun Yat-Sen University

H-index: 59

Asia-China

About jun li

jun li, With an exceptional h-index of 59 and a recent h-index of 52 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of hyperspectral analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hyperspectral anomaly detection using reconstruction fusion of quaternion frequency domain analysis

Hyperspectral image super-resolution via knowledge-driven deep unrolling and transformer embedded convolutional recurrent neural network

Class-wise graph embedding-based active learning for hyperspectral image classification

Fast hyperspectral image classification combining transformers and SimAM-based CNNs

Removing influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery

Nearshore bathymetry estimation through dual-time phase satellite imagery in the absence of in-situ data

Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks

MAHUM: a Multi-tasks Autoencoder Hyperspectral Unmixing Model

jun li Information

University

Position

___

Citations(all)

14940

Citations(since 2020)

10683

Cited By

8584

hIndex(all)

59

hIndex(since 2020)

52

i10Index(all)

170

i10Index(since 2020)

148

Email

University Profile Page

Sun Yat-Sen University

Google Scholar

View Google Scholar Profile

jun li Skills & Research Interests

hyperspectral analysis

Top articles of jun li

Title

Journal

Author(s)

Publication Date

Hyperspectral anomaly detection using reconstruction fusion of quaternion frequency domain analysis

IEEE Transactions on Neural Networks and Learning Systems

Bing Tu

Xianchang Yang

Wei He

Jun Li

Antonio Plaza

2023/1/31

Hyperspectral image super-resolution via knowledge-driven deep unrolling and transformer embedded convolutional recurrent neural network

IEEE Transactions on Image Processing

Kaidong Wang

Xiuwu Liao

Jun Li

Deyu Meng

Yao Wang

2023

Class-wise graph embedding-based active learning for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing

Xiaolong Liao

Bing Tu

Jun Li

Antonio Plaza

2023/8/28

Fast hyperspectral image classification combining transformers and SimAM-based CNNs

IEEE Transactions on Geoscience and Remote Sensing

Lianhui Liang

Ying Zhang

Shaoquan Zhang

Jun Li

Antonio Plaza

...

2023/8/28

Removing influence of MODIS Strip Noise in Spatiotemporal Fusion of Remote Sensing Imagery

IEEE Geoscience and Remote Sensing Letters

Jiali Li

Yunfei Li

Jun Li

2023/7/13

Nearshore bathymetry estimation through dual-time phase satellite imagery in the absence of in-situ data

GIScience & Remote Sensing

Xiaohan Zhang

Wei Han

Jun Li

Lizhe Wang

2023/12/31

Multi-Scale Spectral-Spatial Attention Network for Hyperspectral Image Classification Combining 2D Octave and 3D Convolutional Neural Networks

Remote Sensing

Lianhui Liang

Shaoquan Zhang

Jun Li

Antonio Plaza

Zhi Cui

2023/3/24

MAHUM: a Multi-tasks Autoencoder Hyperspectral Unmixing Model

IEEE Transactions on Geoscience and Remote Sensing

Jia Chen

Paolo Gamba

Jun Li

2023/8/11

Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data

Peng Liu

Lizhe Wang

Jun Li

2023/11/22

A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

Wei Han

Xiaohan Zhang

Yi Wang

Lizhe Wang

Xiaohui Huang

...

2023/8/1

Dynamic hyperspectral pansharpening CNNs

IEEE Transactions on Geoscience and Remote Sensing

Lin He

Dahan Xi

Jun Li

Honghao Lai

Antonio Plaza

...

2023/3/1

Estimating Winter Wheat LAI Using Hyperspectral UAV Data and an Iterative Hybrid Method

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Jiao Ling

Zhaozhao Zeng

Qian Shi

Jun Li

Bing Zhang

2023/9/20

Satellite-derived sediment distribution mapping using ICESat-2 and SuperDove

ISPRS Journal of Photogrammetry and Remote Sensing

Xiaohan Zhang

Lizhe Wang

Jun Li

Wei Han

Runyu Fan

...

2023/8/1

Multispectral Image Pan-Sharpening Guided by Component Substitution Model

IEEE Transactions on Geoscience and Remote Sensing

Huiling Gao

Shutao Li

Jun Li

Renwei Dian

2023/9/7

Deep feature enhancement method for land cover with irregular and sparse spatial distribution features: A case study on open-pit mining

IEEE Transactions on Geoscience and Remote Sensing

Gaodian Zhou

Jiahui Xu

Weitao Chen

Xianju Li

Jun Li

...

2023/2/1

Remote sensing data fusion with generative adversarial networks: State-of-the-art methods and future research directions

Peng Liu

Jun Li

Lizhe Wang

Guojin He

2022/5/23

Fine-scale urban informal settlements mapping by fusing remote sensing images and building data via a transformer-based multimodal fusion network

IEEE Transactions on Geoscience and Remote Sensing

Runyu Fan

Fengpeng Li

Wei Han

Jining Yan

Jun Li

...

2022/9/5

Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data

International Journal of Applied Earth Observation and Geoinformation

Runyu Fan

Jun Li

Weijing Song

Wei Han

Jining Yan

...

2022/7/1

Pansharpening-based spatio-temporal fusion for predicting intense surface changes

IEEE Transactions on Geoscience and Remote Sensing

Yunfei Li

Runlin Cai

Jun Li

Zhenjie Liu

Liangli Meng

...

2022/4/22

A fine-grained genetic landform classification network based on multimodal feature extraction and regional geological context

IEEE Transactions on Geoscience and Remote Sensing

Shubing Ouyang

Jiahui Xu

Weitao Chen

Yusen Dong

Xianju Li

...

2022/9/2

See List of Professors in jun li University(Sun Yat-Sen University)

Co-Authors

H-index: 128
zhang liangpei

zhang liangpei

Wuhan University

H-index: 100
Jocelyn Chanussot

Jocelyn Chanussot

Grenoble INP

H-index: 94
Antonio Plaza

Antonio Plaza

Universidad de Extremadura

H-index: 82
Xia Li

Xia Li

East China Normal University

H-index: 59
Gamba Paolo

Gamba Paolo

Università degli Studi di Pavia

H-index: 43
Mauro Dalla Mura

Mauro Dalla Mura

Grenoble INP

academic-engine