A Novel Complex-Valued Gaussian Measurement Matrix for Image Compressed Sensing

The measurement matrix used influences the performance of image reconstruction in compressed sensing. To enhance the performance of image reconstruction in compressed sensing, two different Gaussian random matrices were orthogonalized via Gram–Schmidt orthogonalization, respectively. Then, one was u...

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Bibliographic Details
Published in:Entropy
Main Authors: Yue Wang, Linlin Xue, Yuqian Yan, Zhongpeng Wang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Subjects:
compressed sensing
measurement matrix
Gaussian matrix
Gram–Schmidt orthogonalization
sparse matrix
Online Access:https://www.mdpi.com/1099-4300/25/9/1248

Internet

https://www.mdpi.com/1099-4300/25/9/1248

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