Xiao-Di Shang

38 papers C 7Misc 1Journal 28Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
SCFNet: A Swin-CNN Synergistic Fusion Network for Urban and Rural Water Extraction in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhicheng Pan, Xiaopeng Wang, Jiahua Zhang, Xiao-Di Shang, Weichao Zhao, Gu Gong, Huipeng Wang, Jingcheng Li
2025 J jnl
Classification Task-Driven Hyperspectral Band Selection via Interpretability From XGBoost.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao-Di Shang, Chuanyu Cui, Xudong Sun, Xiaopeng Wang, Jiahua Zhang
2025 J jnl
Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett.
Dongkai Yan, Xudong Sun, Jiahua Zhang, Xiao-Di Shang
2025 J jnl
JDAWSL: Joint Domain Adaptation With Weight Self-Learning for Hyperspectral Few-Shot Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lingyu Kong, Xudong Sun, Jiahua Zhang, Xiaopeng Wang, Xiao-Di Shang
2025 J jnl
PGSMC: Prototype-Guided Supervised Momentum Contrastive Learning for Hyperspectral Cross-Domain Few-Shot Classification.
IEEE Trans. Geosci. Remote. Sens.
Lingyu Kong, Xudong Sun, Zifei Zhao, Jiahua Zhang, Xiao-Di Shang
2024 J jnl
A New Dual-Branch Embedded Multivariate Attention Network for Hyperspectral Remote Sensing Classification.
Remote. Sens.
Yuyi Chen, Xiaopeng Wang, Jiahua Zhang, Xiao-Di Shang, Yabin Hu, Shichao Zhang, Jiajie Wang
2024 J jnl
Anomaly-background separation and particle swarm optimization based band selection for hyperspectral anomaly detection.
IET Image Process.
Xiao-Di Shang, Yiqi Duan, Xiaopeng Wang, Baijia Fu, Xudong Sun
2024 — conf
Latent Feature Representation-Based Low Rank Subspace Clustering for Hyperspectral Band Selection.
PRCV (13)
Xiao-Di Shang, Xin Zhao, Yujie Guo, Xudong Sun
2024 J jnl
MOBS-TD: Multiobjective Band Selection With Ideal Solution Optimization Strategy for Hyperspectral Target Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xudong Sun, Peng Lin, Xiao-Di Shang, Huijuan Pang, Xianping Fu
2024 J jnl
SSANet-BS: Spectral-Spatial Cross-Dimensional Attention Network for Hyperspectral Band Selection.
Remote. Sens.
Chuanyu Cui, Xudong Sun, Baijia Fu, Xiao-Di Shang
2024 J jnl
Sample Latent Feature-Associated Low-Rank Subspace Clustering for Hyperspectral Band Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yujie Guo, Xin Zhao, Xudong Sun, Jiahua Zhang, Xiao-Di Shang
2024 J jnl
Soil Salinity Inversion in Yellow River Delta by Regularized Extreme Learning Machine Based on ICOA.
Remote. Sens.
Jiajie Wang, Xiaopeng Wang, Jiahua Zhang, Xiao-Di Shang, Yuyi Chen, Yiping Feng, Bingbing Tian
2024 — conf
Spectral-Spatial Multi-view Sparse Self-Representation for Hyperspectral Band Selection.
PRCV (13)
Baijia Fu, Jiahua Zhang, Xiao-Di Shang
2024 J jnl
Structure-Preserved and Weakly Redundant Band Selection for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Baijia Fu, Xudong Sun, Chuanyu Cui, Jiahua Zhang, Xiao-Di Shang
2023 J jnl
Spectral-Spatial Hypergraph-Regularized Self-Representation for Hyperspectral Band Selection.
IEEE Geosci. Remote. Sens. Lett.
Xiao-Di Shang, Chuanyu Cui, Xudong Sun
2022 J jnl
Iterative Spatial-Spectral Training Sample Augmentation for Effective Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiao-Di Shang, Sichao Han, Meiping Song
2022 J jnl
Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiao-Di Shang, Meiping Song, Chein-I Chang
2022 J jnl
Residual-Driven Band Selection for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett.
Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu
2022 C conf
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification.
IGARSS
Jinxue Chi, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Jocelyn Chanussot, Yimin Shi
2022 J jnl
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery.
IET Image Process.
Haoyang Yu, Jinxue Chi, Xiao-Di Shang, Xueji Shen, Jocelyn Chanussot, Yimin Shi
2021 J jnl
An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Xiao-Di Shang, Meiping Song, Chein-I Chang
2021 J jnl
Extended Subspace Projection Upon Sample Augmentation Based on Global Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiaochan Hu, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Qiandong Guo, Bing Zhang
2021 J jnl
Hyperspectral Image Classification Based on Adjacent Constraint Representation.
IEEE Geosci. Remote. Sens. Lett.
Haoyang Yu, Xiao-Di Shang, Xiao Zhang, Lianru Gao, Meiping Song, Jiaochan Hu
2021 J jnl
Interference-Suppressed and Cluster-Optimized Hyperspectral Target Extraction Based on Density Peak Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao-Di Shang, Tingting Yang, Sichao Han, Meiping Song, Bai Xue
2021 J jnl
Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Chein-I Chang, Hongju Cao, Shuhan Chen, Xiao-Di Shang, Chunyan Yu, Meiping Song
2021 J jnl
Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Xiao-Di Shang, Meiping Song, Yulei Wang, Chunyan Yu, Haoyang Yu, Fang Li, Chein-I Chang
2021 C conf
Target-Constrained Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection.
IGARSS
Xiao-Di Shang, Shihui Liu, Meiping Song
2021 J jnl
Union of Class-Dependent Collaborative Representation Based on Maximum Margin Projection for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haoyang Yu, Xiao-Di Shang, Meiping Song, Jiaochan Hu, Tong Jiao, Qiandong Guo, Bing Zhang
2020 J jnl
3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Xiao-Di Shang, Chein-I Chang
2020 C conf
GO Decomposition (GoDec) Approach to Finding Low Rank and Sparsity Matrices for Hyperspectral Target Detection.
IGARSS
Hongju Cao, Xiao-Di Shang, Yulei Wang, Meiping Song, Shuhan Chen, Chein-I Chang
2020 C conf
Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition.
IGARSS
Hongju Cao, Xiao-Di Shang, Chunyan Yu, Meiping Song, Chein-I Chang
2020 C conf
Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection.
IGARSS
Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu, Chein-I Chang
2020 J jnl
Underwater Hyperspectral Target Detection with Band Selection.
Remote. Sens.
Xianping Fu, Xiao-Di Shang, Xudong Sun, Haoyang Yu, Meiping Song, Chein-I Chang
2019 J jnl
Class Feature Weighted Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shengwei Zhong, Chein-I Chang, Jiaojiao Li, Xiao-Di Shang, Shuhan Chen, Meiping Song, Ye Zhang
2019 J jnl
Class Information-Based Band Selection for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Meiping Song, Xiao-Di Shang, Yulei Wang, Chunyan Yu, Chein-I Chang
2019 C conf
Hyperspectral Image Classification With Background.
IGARSS
Xiao-Di Shang, Meiping Song, Chunyan Yu
2019 C conf
Uniform Band Interval Divided Band Selection.
IGARSS
Fang Li, Hongju Cao, Xiao-Di Shang, Meiping Song, Chunyan Yu, Chein-I Chang
2018 Misc conf
Research On Broken Corner And Black Edge Detection Of Solar Cell.
ICMLC
Meiping Song, Xiao-Di Shang, Chunyan Yu, Jubai An, Chein-I Chang