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:

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

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

Adapting Vision Transformer for Efficient Change Detection

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

Unpaired MRI Super Resolution with Self-Supervised Contrastive Learning

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

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

Google Scholar

Yanni Dong Skills & Research Interests

Hyperspectral Image Processing

Pattern Recognition

Metric Learning

Top articles of Yanni Dong

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

2024/5/1

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

IEEE Transactions on Geoscience and Remote Sensing

2024/4/18

A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification

arXiv preprint arXiv:2404.01673

2024/4/2

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

IEEE Transactions on Geoscience and Remote Sensing

2024/2/16

Adapting Vision Transformer for Efficient Change Detection

arXiv preprint arXiv:2312.04869

2023/12/8

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

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

2023/12/5

Unpaired MRI Super Resolution with Self-Supervised Contrastive Learning

arXiv preprint arXiv:2310.15767

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

2023/10/13

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

IEEE Transactions on Geoscience and Remote Sensing

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

2023/7/6

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

Neural Networks

2023/6/1

Bo Du
Bo Du

H-Index: 3

Yanni Dong
Yanni Dong

H-Index: 9

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

IEEE Transactions on Geoscience and Remote Sensing

2023/4/27

Attention-based dynamic alignment and dynamic distribution adaptation for remote sensing cross-domain scene classification

IEEE Transactions on Geoscience and Remote Sensing

2022/11/30

Yanni Dong
Yanni Dong

H-Index: 9

Bo Du
Bo Du

H-Index: 3

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

2022/11/29

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

IEEE Transactions on Multimedia

2022/9/28

Bo Du
Bo Du

H-Index: 3

Yanni Dong
Yanni Dong

H-Index: 9

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

IEEE Transactions on Geoscience and Remote Sensing

2022/9/8

Enhanced spectral–spatial residual attention network for hyperspectral image classification

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

2022/8/10

Ke Wu
Ke Wu

H-Index: 68

Yanni Dong
Yanni Dong

H-Index: 9

A fast dynamic graph convolutional network and CNN parallel network for hyperspectral image classification

IEEE Transactions on Geoscience and Remote Sensing

2022/5/30

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

IEEE Transactions on Geoscience and Remote Sensing

2022/5/23

Bo Du
Bo Du

H-Index: 3

Yanni Dong
Yanni Dong

H-Index: 9

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

2022/5/17

Yanni Dong
Yanni Dong

H-Index: 9

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

Co-Authors

academic-engine