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Xiao-Di Shang
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2020 – today
- 2024
- [j23]Xiao-Di Shang
, Yiqi Duan, Xiaopeng Wang, Baijia Fu, Xudong Sun
:
Anomaly-background separation and particle swarm optimization based band selection for hyperspectral anomaly detection. IET Image Process. 18(8): 2053-2063 (2024) - [j22]Jiajie Wang, Xiaopeng Wang, Jiahua Zhang
, Xiao-Di Shang
, Yuyi Chen, Yiping Feng, Bingbing Tian:
Soil Salinity Inversion in Yellow River Delta by Regularized Extreme Learning Machine Based on ICOA. Remote. Sens. 16(9): 1565 (2024) - [j21]Yuyi Chen, Xiaopeng Wang, Jiahua Zhang
, Xiao-Di Shang
, Yabin Hu, Shichao Zhang
, Jiajie Wang:
A New Dual-Branch Embedded Multivariate Attention Network for Hyperspectral Remote Sensing Classification. Remote. Sens. 16(11): 2029 (2024) - [j20]Chuanyu Cui
, Xudong Sun
, Baijia Fu, Xiao-Di Shang
:
SSANet-BS: Spectral-Spatial Cross-Dimensional Attention Network for Hyperspectral Band Selection. Remote. Sens. 16(15): 2848 (2024) - [j19]Xudong Sun
, Peng Lin
, Xiao-Di Shang
, Huijuan Pang
, Xianping Fu
:
MOBS-TD: Multiobjective Band Selection With Ideal Solution Optimization Strategy for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10032-10050 (2024) - [j18]Baijia Fu, Xudong Sun
, Chuanyu Cui, Jiahua Zhang, Xiao-Di Shang
:
Structure-Preserved and Weakly Redundant Band Selection for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 12490-12504 (2024) - [j17]Yujie Guo
, Xin Zhao
, Xudong Sun
, Jiahua Zhang
, Xiao-Di Shang
:
Sample Latent Feature-Associated Low-Rank Subspace Clustering for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14050-14063 (2024) - [c10]Baijia Fu, Jiahua Zhang, Xiao-Di Shang:
Spectral-Spatial Multi-view Sparse Self-Representation for Hyperspectral Band Selection. PRCV (13) 2024: 356-370 - [c9]Xiao-Di Shang, Xin Zhao, Yujie Guo, Xudong Sun:
Latent Feature Representation-Based Low Rank Subspace Clustering for Hyperspectral Band Selection. PRCV (13) 2024: 416-429 - 2023
- [j16]Xiao-Di Shang
, Chuanyu Cui, Xudong Sun
:
Spectral-Spatial Hypergraph-Regularized Self-Representation for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - 2022
- [j15]Haoyang Yu
, Jinxue Chi, Xiao-Di Shang, Xueji Shen, Jocelyn Chanussot, Yimin Shi:
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery. IET Image Process. 16(13): 3557-3566 (2022) - [j14]Xiao-Di Shang
, Sichao Han, Meiping Song:
Iterative Spatial-Spectral Training Sample Augmentation for Effective Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j13]Xiao-Di Shang
, Meiping Song, Yulei Wang, Haoyang Yu
:
Residual-Driven Band Selection for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j12]Xiao-Di Shang
, Meiping Song, Chein-I Chang
:
Multispatial Filtering Module Cascaded System for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [c8]Jinxue Chi, Xueji Shen, Haoyang Yu, Xiao-Di Shang, Jocelyn Chanussot, Yimin Shi:
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification. IGARSS 2022: 1628-1631 - 2021
- [j11]Haoyang Yu, Xiao-Di Shang
, Xiao Zhang, Lianru Gao, Meiping Song, Jiaochan Hu:
Hyperspectral Image Classification Based on Adjacent Constraint Representation. IEEE Geosci. Remote. Sens. Lett. 18(4): 707-711 (2021) - [j10]Xiao-Di Shang
, Meiping Song, Chein-I Chang
:
An Iterative Random Training Sample Selection Approach to Constrained Energy Minimization for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(9): 1625-1629 (2021) - [j9]Haoyang Yu
, Xiao-Di Shang
, Meiping Song, Jiaochan Hu, Tong Jiao, Qiandong Guo, Bing Zhang
:
Union of Class-Dependent Collaborative Representation Based on Maximum Margin Projection for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 553-566 (2021) - [j8]Xiao-Di Shang
, Tingting Yang, Sichao Han, Meiping Song, Bai Xue:
Interference-Suppressed and Cluster-Optimized Hyperspectral Target Extraction Based on Density Peak Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4999-5014 (2021) - [j7]Jiaochan Hu, Xueji Shen, Haoyang Yu
, Xiao-Di Shang
, Qiandong Guo, Bing Zhang
:
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. 14: 8653-8664 (2021) - [j6]Chein-I Chang
, Hongju Cao, Shuhan Chen
, Xiao-Di Shang
, Chunyan Yu, Meiping Song:
Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(3): 2403-2429 (2021) - [j5]Xiao-Di Shang
, Meiping Song, Yulei Wang
, Chunyan Yu
, Haoyang Yu
, Fang Li
, Chein-I Chang
:
Target-Constrained Interference-Minimized Band Selection for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6044-6064 (2021) - [c7]Xiao-Di Shang, Shihui Liu, Meiping Song:
Target-Constrained Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection. IGARSS 2021: 3400-3403 - 2020
- [j4]Xianping Fu, Xiao-Di Shang, Xudong Sun
, Haoyang Yu
, Meiping Song, Chein-I Chang
:
Underwater Hyperspectral Target Detection with Band Selection. Remote. Sens. 12(7): 1056 (2020) - [j3]Meiping Song, Xiao-Di Shang
, Chein-I Chang
:
3-D Receiver Operating Characteristic Analysis for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(11): 8093-8115 (2020) - [c6]Hongju Cao, Xiao-Di Shang, Chunyan Yu, Meiping Song, Chein-I Chang:
Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition. IGARSS 2020: 477-480 - [c5]Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu, Chein-I Chang:
Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection. IGARSS 2020: 2033-2036 - [c4]Hongju Cao, Xiao-Di Shang, Yulei Wang, Meiping Song, Shuhan Chen, Chein-I Chang:
GO Decomposition (GoDec) Approach to Finding Low Rank and Sparsity Matrices for Hyperspectral Target Detection. IGARSS 2020: 2807-2810
2010 – 2019
- 2019
- [j2]Shengwei Zhong
, Chein-I Chang
, Jiaojiao Li
, Xiao-Di Shang
, Shuhan Chen
, Meiping Song, Ye Zhang
:
Class Feature Weighted Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4728-4745 (2019) - [j1]Meiping Song, Xiao-Di Shang
, Yulei Wang, Chunyan Yu, Chein-I Chang
:
Class Information-Based Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(11): 8394-8416 (2019) - [c3]Xiao-Di Shang, Meiping Song, Chunyan Yu:
Hyperspectral Image Classification With Background. IGARSS 2019: 2714-2717 - [c2]Fang Li, Hongju Cao, Xiao-Di Shang, Meiping Song, Chunyan Yu, Chein-I Chang:
Uniform Band Interval Divided Band Selection. IGARSS 2019: 3816-3819 - 2018
- [c1]Meiping Song, Xiao-Di Shang, Chunyan Yu, Jubai An, Chein-I Chang:
Research On Broken Corner And Black Edge Detection Of Solar Cell. ICMLC 2018: 80-84
Coauthor Index

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