Light Science & Applications · 2020 · 169 citations · 40 references
Lensless imaging eliminates the need for geometric isomorphism between a scene and an image while allowing the construction of compact, lightweight imaging systems. However, a challenging inverse problem remains due to the low reconstructed signal-to-noise ratio. Current implementations require multiple masks or multiple shots to denoise the reconstruction. We propose single-shot lensless imaging with a Fresnel zone aperture and incoherent illumination. By using the Fresnel zone aperture to encode the incoherent rays in wavefront-like form, the captured pattern has the same form as the inline hologram. Since conventional backpropagation reconstruction is troubled by the twin-image problem, we show that the compressive sensing algorithm is effective in removing this twin-image artifact due to the sparsity in natural scenes. The reconstruction with a significantly improved signal-to-noise ratio from a single-shot image promotes a camera architecture that is flat and reliable in its structure and free of the need for strict calibration.
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David L. Donoho · IEEE Transactions on Information Theory · 2006 · 22.8K citations
Single-pixel imaging via compressive sampling
Marco F. Duarte, Mark A. Davenport, Dharmpal Takhar et al. · IEEE Signal Processing Magazine · 2008 · 3.5K citations
Phase-shifting digital holography
Ichirou Yamaguchi, Tong Zhang · Optics Letters · 1997 · 2K citations
Holography, Engineering, Microscopy +16