Compress sensing has been employed in medical image reconstruction, mainly tomography. It has been proved that the faster image with equivalent resolution is achievable with less number of measurements. But is it the same scenario when measurement is at oneside, like reflection mode (e.g ultrasound)?
What domain used for sparse representation of signal ?