Search Results for author: Yubao Sun

Found 4 papers, 1 papers with code

Learning Memory Augmented Cascading Network for Compressed Sensing of Images

1 code implementation ECCV 2020 Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang

The IDR module is designed to reconstruct the remaining details from the residual measurement vector, and MRU is employed to update the residual measurement vector and feed it into the next IDR module.

Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction

no code implementations18 Dec 2020 Yubao Sun, Ying Yang, Qingshan Liu, Mohan Kankanhalli

Hyperspectral compressive imaging takes advantage of compressive sensing theory to achieve coded aperture snapshot measurement without temporal scanning, and the entire three-dimensional spatial-spectral data is captured by a two-dimensional projection during a single integration period.

Compressive Sensing

Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification

no code implementations3 Mar 2016 Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, DaCheng Tao

In the second step, hypergraph is used to represent the high order relationships between each datum and its prominent samples by regarding them as a hyperedge.

General Classification graph construction +2

Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval

no code implementations22 Feb 2016 Yubao Sun, Renlong Hang, Qingshan Liu, Fuping Zhu, Hucheng Pei

In this paper, we propose a novel data-driven regression model for aerosol optical depth (AOD) retrieval.

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