Yanni Dong

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 51

Top Topics

Metric Learning

Convolutional Network

Target Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

Hui Luo, Zijing Wang, Bo Du, Yanni Dong
A Deep Cross-Modal Fusion Network for Road Extraction With High-Resolution Imagery and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Stijn Cambie, Yanni Dong, Matteo Mazzamurro
Extremal values of degree-based entropies of bipartite graphs. Inf. Sci. 676 (2024)
Yanni Dong, Hajo Broersma, Yuhang Bai, Shenggui Zhang
The complexity of spanning tree problems involving graphical indices. Discret. Appl. Math. 347 (2024)
Chang Liu, Yanni Dong, Yuxiang Zhang, Xue Li
Confidence-Driven Region Mixing for Optical Remote Sensing Domain Adaptation Object Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuan Chang, Quanwei Liu, Yuxiang Zhang, Yanni Dong
Unsupervised Multiview Graph Contrastive Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yanni Dong, Zhenzhen Yang, Quanwei Liu, Renguang Zuo, Ziye Wang
Fusion of GaoFen-5 and Sentinel-2B data for lithological mapping using vision transformer dynamic graph convolutional network. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Xi Chen, Yuxiang Zhang, Yanni Dong, Bo Du
Generative Self-Supervised Learning With Spectral-Spatial Masking for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Quanwei Liu, Yanni Dong, Tao Huang, Lefei Zhang, Bo Du
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification. CoRR (2024)
Xi Chen, Yuxiang Zhang, Yanni Dong, Bo Du
Spatial-Spectral Contrastive Self-Supervised Learning With Dual Path Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Qijun Wang, Yong Liu, Ke Xu, Yanni Dong, Fan Cheng, Ye Tian, Bo Du, Xingyi Zhang
Multi-objective evolutionary multi-tasking band selection algorithm for hyperspectral image classification. Swarm Evol. Comput. 90 (2024)
Yanni Dong, Maximilien Gadouleau, Pengfei Wan, Shenggui Zhang
Graphs with minimum degree-entropy. Inf. Sci. 671 (2024)
Yuxiang Zhang, Rui Miao, Yanni Dong, Bo Du
Multiorder Graph Convolutional Network With Channel Attention for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Hui Luo, Fupeng Yang, Xibo Feng, Yanni Dong, Yuxiang Zhang, Geyong Min, Jianxin Li
Multiview Learning for Impervious Surface Mapping Using High-Resolution Multispectral Imagery and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yuxiang Zhang, Yang Zhao, Yanni Dong, Bo Du
Self-Supervised Pretraining via Multimodality Images With Transformer for Change Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yanni Dong, Xiuqing Dai, Yuxiang Zhang, Bo Du
A Lightweight Convolutional Neural Network Based on Joint Correlation Distance Constraints and Density Peak Clustering for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yanni Dong, Xuexiang Qin, Xue Li, Lina Xu
Multilevel Spatial Feature-Based Manifold Metric Learning for Domain Adaptation in Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qijun Wang, Chaoping Song, Yanni Dong, Fan Cheng, Lyuyang Tong, Bo Du, Xingyi Zhang
Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hao Li, Quanwei Liu, Jianan Liu, Xiling Liu, Yanni Dong, Tao Huang, Zhihan Lv
Unpaired MRI Super Resolution with Self-Supervised Contrastive Learning. CoRR (2023)
Yang Zhao, Yuxiang Zhang, Yanni Dong, Bo Du
Adapting Vision Transformer for Efficient Change Detection. CoRR (2023)
Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang
Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery. IEEE Trans. Multim. 25 (2023)
Yanni Dong, Hajo Broersma, Changwu Song, Pengfei Wan, Shenggui Zhang
The effect of graph operations on the degree-based entropy. Appl. Math. Comput. 437 (2023)
Chang Liu, Jiawei Zhou, Yanni Dong
Adaptive Hyperspectral Siamese Network in Transformer. WHISPERS (2023)
Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang
Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks 163 (2023)
Jaxin Nie, Yanni Dong, Renguang Zuo
Construction Land Information Extraction and Expansion Analysis of Xiaogan City Using One-Class Support Vector Machine. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yanting Zhan, Ke Wu, Yanni Dong
Enhanced Spectral-Spatial Residual Attention Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yao Jin, Yanni Dong, Yuxiang Zhang, Xiangyun Hu
SSMD: Dimensionality Reduction and Classification of Hyperspectral Images Based on Spatial-Spectral Manifold Distance Metric Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang
Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Quanwei Liu, Yanni Dong, Yuxiang Zhang, Hui Luo
A Fast Dynamic Graph Convolutional Network and CNN Parallel Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Cong Yang, Yanni Dong, Bo Du, Liangpei Zhang
Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yanni Dong, Wenzhong Shi, Bo Du, Xiangyun Hu, Liangpei Zhang
Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. IEEE Trans. Cybern. 52 (10) (2022)
Yanni Dong, Yuxiang Zhang, Bo Du
Symmetric Information-Theoretic Metric Learning for Target Detection in Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yanni Dong, Tianyang Liang, Cong Yang, Hui Luo, Yuxiang Zhang
Joint Distance Transfer Metric Learning for Remote-Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yanni Dong, Quanwei Liu, Bo Du, Liangpei Zhang
Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification. IEEE Trans. Image Process. 31 (2022)
Yanni Dong, Yao Jin, Shunbo Cheng
Clustered Multiple Manifold Metric Learning for Hyperspectral Image Dimensionality Reduction and Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yanni Dong, Maximilien Gadouleau, Pengfei Wan, Shenggui Zhang
Graphs with minimum degree-based entropy. CoRR (2021)
Yuxiang Zhang, Yanni Dong, Ke Wu, Tao Chen
Hyperspectral Anomaly Detection With Otsu-Based Isolation Forest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yanni Dong, Shengning Qiao, Bing Chen, Pengfei Wan, Shenggui Zhang
Maximum values of degree-based entropies of bipartite graphs. Appl. Math. Comput. 401 (2021)
Yan Liu, Renguang Zuo, Yanni Dong
Analysis of Temporal and Spatial Characteristics of Urban Expansion in Xiaonan District from 1990 to 2020 Using Time Series Landsat Imagery. Remote. Sens. 13 (21) (2021)
Yanni Dong, Cong Yang, Yuxiang Zhang
Deep Metric Learning with Online Hard Mining for Hyperspectral Classification. Remote. Sens. 13 (7) (2021)
Yanni Dong, Tianyang Liang, Yuxiang Zhang, Bo Du
Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification. IEEE Trans. Cybern. 51 (6) (2021)
Ziye Wang, Renguang Zuo, Yanni Dong
Mapping Himalayan leucogranites using a hybrid method of metric learning and support vector machine. Comput. Geosci. 138 (2020)
Ziye Wang, Renguang Zuo, Yanni Dong
Mapping of Himalaya Leucogranites Based on ASTER and Sentinel-2A Datasets Using a Hybrid Method of Metric Learning and Random Forest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Yuxiang Zhang, Kang Liu, Yanni Dong, Ke Wu, Xiangyun Hu
Semisupervised Classification Based on SLIC Segmentation for Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Yuxiang Zhang, Kai He, Yanni Dong, Ke Wu, Tao Chen
Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection. IGARSS (2020)
Yan Zhang, Mingming Xu, Yanguo Fan, Yuxiang Zhang, Yanni Dong
A Kernel Background Purification Based Anomaly Target Detection Algorithm for Hyperspectral Imagery. IGARSS (2019)
Yanni Dong, Bo Du, Liangpei Zhang, Xiangyun Hu
Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints. Remote. Sens. 10 (9) (2018)
Yuxiang Zhang, Mingming Xu, Bo Du, Ke Wu, Xiangyun Hu, Yanni Dong
Multi-Priori Learning Algorithm for Hyperspectral Target Detection. IGARSS (2018)
Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong
Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. IGARSS (2018)
Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. IEEE Trans. Geosci. Remote. Sens. 55 (5) (2017)
Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
L: Locally adaptive maximum margin metric learning for visual data classification. Neurocomputing 235 (2017)
Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Yanni Dong, Bo Du, Liangpei Zhang
Target Detection Based on Random Forest Metric Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (4) (2015)
Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang
Local decision maximum margin metric learning for hyperspectral target detection. IGARSS (2015)