Longshan Yang

According to our database, Longshan Yang authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hyperspectral Image Clustering by Superpixel- Based Low-Rank Constrained Bipartite Graph Learning.

Zailong Yuan, Longshan Yang

IEEE Geosci. Remote. Sens. Lett., 2024

TSANet: A deep learning framework for the delineation of agricultural fields utilizing satellite image time series.

Shuai Yan, Xiaochuang Yao, Jialin Sun, Weiming Huang, Longshan Yang, Chao Zhang, Bingbo Gao, Jianyu Yang, Wenju Yun, Dehai Zhu

Comput. Electron. Agric., 2024

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa.

Longshan Yang, Peng Luo, Zehua Zhang, Yongze Song, Kai Ren, Ce Zhang, Joseph L. Awange, Peter M. Atkinson, Liqiu Meng

Int. J. Appl. Earth Obs. Geoinformation, 2024

2022

Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features.

Longshan Yang, Junhuan Peng, Yuebin Wang, Linlin Xu, Weiwei Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

Glacier classification from Sentinel-2 imagery using spatial-spectral attention convolutional model.

Shuai Yan, Linlin Xu, Guojiang Yu, Longshan Yang, Wenju Yun, Dehai Zhu, Sijing Ye, Xiaochuang Yao

Int. J. Appl. Earth Obs. Geoinformation, 2021

2020

Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising.

Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi

IEEE Trans. Geosci. Remote. Sens., 2020

Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing.

Longshan Yang, Junhuan Peng, Huiwei Su, Linlin Xu, Yuebin Wang, Bowen Yu

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network.

Tiantian Wang, Longshan Yang, Linlin Xu

Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

2016

Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint.

Longshan Yang, Linlin Xu, Xiao Sun, Yuan Fang, Yujia Chen, Junhuan Peng

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model.

Xiao Sun, Linlin Xu, Longshan Yang, Yujia Chen, Yuan Fang, Junhuan Peng

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field.

Yuan Fang, Linlin Xu, Xiao Sun, Longshan Yang, Yujia Chen, Junhuan Peng

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016