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Sparse and Corrupted Data Reconstruction

In this work, a novel approach to reconstruct a noisy sparse n-dimensional data (i.e., Sensor Network, Image, Video, ...) based on the theory of system 
realization is proposed. 







Examples:

Signal Reconstruction From Sparse Measurement:


Sensor Data Reconstruction From Sparse Measurement:



YouTube Video



Corrupted Video Reconstruction:

YouTube Video

YouTube Video