Image Compressed Sensing using Convolutional Neural Network

In the study of compressed sensing (CS), the two main challenges are the design of sampling matrix and the development of reconstruction method. On the one hand, the usually used random sampling matrices (e.g. GRM) are signal independent, which ignore the characteristics of the signal. On the other...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 17. Juli
1. Verfasser: Shi, Wuzhen (VerfasserIn)
Weitere Verfasser: Jiang, Feng, Liu, Shaohui, Zhao, Debin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article