orthogonal-matching-pursuit icon indicating copy to clipboard operation
orthogonal-matching-pursuit copied to clipboard

An implementation of the Orthogonal Matching Pursuit (OMP) algorithm for recovery of signals in compressive sensing

Orthogonal Matching Pursuit

Dhruv Ilesh Shah and Tanya Choudhary

This repository contains implementation of the orthogonal matching pursuit algorithm for the recovery of sparse (or compressible) signals, from their compressive measurements. The code in main.m replicates the recovery process for the video compressive sensing architecture proposed by Hitomi et al. in ICCV 2011. More information on the project here.