Compressed Sensing with Side Information on the Feasible Region

• Main Author: Rostami, Mohammad (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Springer International Publishing : Imprint: Springer, 2013.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: Computer science.; Computer graphics.; Computer mathematics.; Statistical physics.; Dynamical systems.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Signal, Image and Speech Processing.; Statistical Physics, Dynamical Systems and Complexity.; Computational Science and Engineering.

This book discusses compressive sensing in the presence of side information. Compressive sensing is an emerging technique for efficiently acquiring and reconstructing a signal. Interesting instances of Compressive Sensing (CS) can occur when, apart from sparsity, side information is available about...

Table of Contents:

• Introduction
• Compressed Sensing
• Compressed Sensing with Side Information on Feasible Region
• Application: Image Deblurring for Optical Imaging
• Application: Surface Reconstruction in Gradient Field
• Conclusions and Future Work.