Title :
Imaging via Compressive Sampling
fDate :
3/1/2008 12:00:00 AM
Abstract :
Image compression algorithms convert high-resolution images into a relatively small bit streams in effect turning a large digital data set into a substantially smaller one. This article introduces compressive sampling and recovery using convex programming.
Keywords :
convex programming; data compression; image coding; compressive sampling; convex programming; image compression; image recovery; Frequency; High-resolution imaging; Image coding; Image sampling; Pixel; Sampling methods; Signal processing algorithms; Signal sampling; Testing; Transform coding;
Journal_Title :
Signal Processing Magazine, IEEE
DOI :
10.1109/MSP.2007.914729
