Lensless Imaging Based on Compressive Sensing and Deep Learning

A lensless imaging model is designed for a Fresnel zone aperture camera. The compressive sensing and deep learning algorithms are developed to reduce the reconstruction noise for a higher reconstruction speed and quality.