Yanni Dong

About Yanni Dong

Yanni Dong, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at China University of Geosciences Wuhan, specializes in the field of Hyperspectral Image Processing, Pattern Recognition, Metric Learning.

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

A Deep Cross-Modal Fusion Network for Road Extraction With High-Resolution Imagery and LiDAR Data

Fusion of GaoFen-5 and Sentinel-2B data for lithological mapping using vision transformer dynamic graph convolutional network

Spatial-Spectral Contrastive Self-Supervised Learning with Dual Path Networks for Hyperspectral Target Detection

A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification

Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm

A Lightweight Convolutional Neural Network Based on Joint Correlation Distance Constraints and Density Peak Clustering for Hyperspectral Target Detection

Adapting Vision Transformer for Efficient Change Detection

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection

Yanni Dong Information

University

Position

P.R.China

Citations(all)

997

Citations(since 2020)

895

Cited By

305

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

China University of Geosciences Wuhan

Google Scholar

View Google Scholar Profile

Yanni Dong Skills & Research Interests

Hyperspectral Image Processing

Pattern Recognition

Metric Learning

Top articles of Yanni Dong

Title

Journal

Author(s)

Publication Date

A Deep Cross-Modal Fusion Network for Road Extraction With High-Resolution Imagery and LiDAR Data

IEEE Transactions on Geoscience and Remote Sensing

Hui Luo

Zijing Wang

Bo Du

Yanni Dong

2024/2/16

Fusion of GaoFen-5 and Sentinel-2B data for lithological mapping using vision transformer dynamic graph convolutional network

International Journal of Applied Earth Observation and Geoinformation

Yanni Dong

Zhenzhen Yang

Quanwei Liu

Renguang Zuo

Ziye Wang

2024/5/1

Spatial-Spectral Contrastive Self-Supervised Learning with Dual Path Networks for Hyperspectral Target Detection

IEEE Transactions on Geoscience and Remote Sensing

Xi Chen

Yuxiang Zhang

Yanni Dong

Bo Du

2024/4/18

A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification

arXiv preprint arXiv:2404.01673

Quanwei Liu

Yanni Dong

Tao Huang

Lefei Zhang

Bo Do

2024/4/2

Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm

IEEE Transactions on Geoscience and Remote Sensing

Qijun Wang

Chaoping Song

Yanni Dong

Fan Cheng

Lyuyang Tong

...

2023/8/31

A Lightweight Convolutional Neural Network Based on Joint Correlation Distance Constraints and Density Peak Clustering for Hyperspectral Target Detection

IEEE Transactions on Geoscience and Remote Sensing

Yanni Dong

Xiuqing Dai

Yuxiang Zhang

Bo Du

2023/7/6

Adapting Vision Transformer for Efficient Change Detection

arXiv preprint arXiv:2312.04869

Yang Zhao

Yuxiang Zhang

Yanni Dong

Bo Du

2023/12/8

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection

Neural Networks

Dehui Zhu

Bo Du

Meiqi Hu

Yanni Dong

Liangpei Zhang

2023/6/1

Multi-Order Graph Convolutional Network with Channel Attention for Hyperspectral Change Detection

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

Yuxiang Zhang

Rui Miao

Yanni Dong

Bo Du

2023/12/5

Self-supervised pre-training via multi-modality images with transformer for change detection

IEEE Transactions on Geoscience and Remote Sensing

Yuxiang Zhang

Yang Zhao

Yanni Dong

Bo Du

2023/4/27

Unpaired MRI Super Resolution with Self-Supervised Contrastive Learning

arXiv preprint arXiv:2310.15767

Hao Li

Quanwei Liu

Jianan Liu

Xiling Liu

Yanni Dong

...

2023/10/24

Multilevel Spatial Feature-Based Manifold Metric Learning for Domain Adaptation in Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing

Yanni Dong

Xuexiang Qin

Xue Li

Lina Xu

2023/10/13

Spatial–spectral joint reconstruction with interband correlation for hyperspectral anomaly detection

IEEE Transactions on Geoscience and Remote Sensing

Dehui Zhu

Bo Du

Yanni Dong

Liangpei Zhang

2022/5/23

Multi-view Learning for Impervious Surface Mapping using High-resolution Multi-spectral Imagery and LiDAR Data

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

Hui Luo

Fupeng Yang

Xibo Feng

Yanni Dong

Yuxiang Zhang

...

2022/11/29

Deep feature extraction based on dynamic graph convolutional networks for accelerated hyperspectral image classification

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Quanwei Liu

Yanni Dong

2022/5/17

Target Detection with Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery

IEEE Transactions on Multimedia

Dehui Zhu

Bo Du

Yanni Dong

Liangpei Zhang

2022/9/28

Construction Land Information Extraction and Expansion Analysis of Xiaogan City Using One-Class Support Vector Machine

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

Jaxin Nie

Yanni Dong

Renguang Zuo

2022/4/27

SSMD: Dimensionality reduction and classification of hyperspectral images based on spatial–spectral manifold distance metric learning

IEEE Transactions on Geoscience and Remote Sensing

Yao Jin

Yanni Dong

Yuxiang Zhang

Xiangyun Hu

2022/9/8

Joint distance transfer metric learning for remote-sensing image classification

IEEE Geoscience and Remote Sensing Letters

Yanni Dong

Tianyang Liang

Cong Yang

Hui Luo

Yuxiang Zhang

2022/2/4

Enhanced spectral–spatial residual attention network for hyperspectral image classification

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

Yanting Zhan

Ke Wu

Yanni Dong

2022/8/10

See List of Professors in Yanni Dong University(China University of Geosciences Wuhan)

Co-Authors

H-index: 128
zhang liangpei

zhang liangpei

Wuhan University

H-index: 48
Renguang Zuo

Renguang Zuo

China University of Geosciences Wuhan

H-index: 47
Lefei Zhang

Lefei Zhang

Wuhan University

H-index: 36
Xiangyun Hu

Xiangyun Hu

China University of Geosciences Wuhan

H-index: 15
Yuxiang Zhang

Yuxiang Zhang

China University of Geosciences Wuhan

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