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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:

Corrupted 3D Data Reconstruction ( (x,y,z) )

Corrupted 3D Data Reconstruction



 Corrupted 4D Data Reconstruction ( (x,y,z,t) )


Corrupted 4D Data (Video)

Constructed 4D Data (Video)