81 citations · 89 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 3 cited
Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction
Yubao Sun, Ying Yang, Qingshan Liu +1
Hyperspectral compressive imaging takes advantage of compressive sensing theory to achieve coded aperture snapshot measurement without temporal scanning, and the entire three-dimen…
cs.LG2016★ 5 cited
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval
Yubao Sun, Renlong Hang, Qingshan Liu +2
In this paper, we propose a novel data-driven regression model for aerosol optical depth (AOD) retrieval. First, we adopt a low rank representation (LRR) model to learn a powerful…
cs.CV2016★ 81 cited
Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification
Qingshan Liu, Yubao Sun, Cantian Wang +2
Graph model is emerging as a very effective tool for learning the complex structures and relationships hidden in data. Generally, the critical purpose of graph-oriented learning al…