2D signal processing: efficient models for spectral compressive sensing & single image reflection suppression

Two efficient models in two-dimensional signal processing are proposed in the thesis. The first model deals with large scale spectral compressive sensing in continuous domain, which aims to recover a 2D spectrally sparse signal from partially observed time samples. The signal is assumed to be a supe...

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Bibliographic Details
Main Author: Yang, Yang
Other Authors: Cai, Jian-Feng
Format: Others
Language:English
Published: University of Iowa 2018
Subjects:
Online Access:https://ir.uiowa.edu/etd/6667
https://ir.uiowa.edu/cgi/viewcontent.cgi?article=8166&context=etd