Sparse signal processing and compressed sensing recovery

• Main Author: Sujit Kumar Sahoo
• Other Authors: Anamitra Makur
• Format: Theses and Dissertations
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/61795
• Institution: Nanyang Technological University

The works presented in this thesis focus on sparsity in the real world signals, its applications in image processing, and recovery of sparse signal from Compressed Sensing (CS) measurements. In the field of signal processing, there exist various measures to analyze and represent the signal to get a...