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Longshan Yang
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2020 – today
- 2024
- [j7]Longshan Yang, Peng Luo, Zehua Zhang, Yongze Song, Kai Ren, Ce Zhang, Joseph L. Awange, Peter M. Atkinson, Liqiu Meng:
A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa. Int. J. Appl. Earth Obs. Geoinformation 132: 104068 (2024) - [j6]Shuai Yan, Xiaochuang Yao, Jialin Sun, Weiming Huang, Longshan Yang, Chao Zhang, Bingbo Gao, Jianyu Yang, Wenju Yun, Dehai Zhu:
TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time series. Comput. Electron. Agric. 220: 108902 (2024) - [j5]Zailong Yuan, Longshan Yang:
Hyperspectral Image Clustering by Superpixel- Based Low-Rank Constrained Bipartite Graph Learning. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - 2022
- [j4]Longshan Yang, Junhuan Peng, Yuebin Wang, Linlin Xu, Weiwei Zhu:
Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6645-6658 (2022) - 2021
- [j3]Shuai Yan, Linlin Xu, Guojiang Yu, Longshan Yang, Wenju Yun, Dehai Zhu, Sijing Ye, Xiaochuang Yao:
Glacier classification from Sentinel-2 imagery using spatial-spectral attention convolutional model. Int. J. Appl. Earth Obs. Geoinformation 102: 102445 (2021) - 2020
- [j2]Longshan Yang, Junhuan Peng, Huiwei Su, Linlin Xu, Yuebin Wang, Bowen Yu:
Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 17(10): 1767-1771 (2020) - [j1]Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi:
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. 58(8): 5588-5601 (2020)
2010 – 2019
- 2019
- [c4]Tiantian Wang, Longshan Yang, Linlin Xu:
Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network. ICAIP 2019: 71-75 - 2016
- [c3]Xiao Sun, Linlin Xu, Longshan Yang, Yujia Chen, Yuan Fang, Junhuan Peng:
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model. IGARSS 2016: 1607-1610 - [c2]Yuan Fang, Linlin Xu, Xiao Sun, Longshan Yang, Yujia Chen, Junhuan Peng:
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field. IGARSS 2016: 2450-2453 - [c1]Longshan Yang, Linlin Xu, Xiao Sun, Yuan Fang, Yujia Chen, Junhuan Peng:
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint. IGARSS 2016: 4267-4270
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