Song Xiao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Diffusion Model

Bayesian Inference

Change Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

Publications

Yunshuang Xu, Song Xiao, Jiahui Qu, Wenqian Dong, Yunsong Li, Haoming Xia
Parallel Compared-and-Stacked Pyramid Transformer Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data. IEEE Trans. Image Process. 33 (2024)
Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yueguang Yang, Jiahui Qu, Wenqian Dong, Tongzhen Zhang, Song Xiao, Yunsong Li
TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Wenqian Dong, Sen Liu, Song Xiao, Jiahui Qu, Yunsong Li
ISPDiff: Interpretable Scale-Propelled Diffusion Model for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jizhou Cui, Wenqian Dong, Jiahui Qu, Xiaoyang Wu, Song Xiao, Yunsong Li
CFMDM: Coarse-to-Fine Meta-Diffusion Model for Scale-Arbitrary Hyperspectral Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Wenqian Dong, Teng Yang, Jiahui Qu, Tian Zhang, Song Xiao, Yunsong Li
Joint Contextual Representation Model-Informed Interpretable Network With Dictionary Aligning for Hyperspectral and LiDAR Classification. IEEE Trans. Circuits Syst. Video Technol. 33 (11) (2023)
Jingyu Zhao, Song Xiao, Wenqian Dong, Jiahui Qu, Yunsong Li
Dictionary Learning-Guided Deep Interpretable Network for Hyperspectral Change Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wenqian Dong, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li, Xiuping Jia
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution. IEEE Trans. Image Process. 32 (2023)
Yufei Yang, Song Xiao, Wenqian Dong, Jiahui Qu, Yimin Zhao
Component Substitution Model-Guided Deep Spatial-Spectral Fusion of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wenqian Dong, Yufei Yang, Jiahui Qu, Song Xiao, Yunsong Li
Local Information-Enhanced Graph-Transformer for Hyperspectral Image Change Detection With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Song Xiao, Tian Zhang, Zhangchun Xu, Jiahui Qu, Shaoxiong Hou, Wenqian Dong
Anomaly Detection of Hyperspectral Images Based on Transformer With Spatial-Spectral Dual-Window Mask. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wenqian Dong, Jingyu Zhao, Jiahui Qu, Song Xiao, Nan Li, Shaoxiong Hou, Yunsong Li
Abundance Matrix Correlation Analysis Network Based on Hierarchical Multihead Self-Cross-Hybrid Attention for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)