On the sample complexity of Fourier compressed sensing: wavelets versus shearlets

Giovanni S. Alberti, Alessandro Felisi, Işıl Güleken

This paper explores the measurement requirements for signal recovery in compressed sensing, comparing the performance of shearlet frames with traditional wavelet systems. Direction…