Longshan Yang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Unsupervised Classification

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Int. J. Appl. Earth Obs. Geoinformation

Comput. Electron. Agric.

Publications

Zailong Yuan, Longshan Yang
Hyperspectral Image Clustering by Superpixel- Based Low-Rank Constrained Bipartite Graph Learning. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
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 (2024)
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 (2024)
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 (2022)
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 (2021)
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) (2020)
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) (2020)
Tiantian Wang, Longshan Yang, Linlin Xu
Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network. ICAIP (2019)
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)
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)
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)