Field-portable quantitative lensless microscopy based on translated speckle illumination and sub-sampled ptychographic phase retrieval
He Zhang, Zichao Bian, Shaowei Jiang, Jian Liu, Pengming Song, and, Guoan Zheng

TL;DR
This paper introduces a portable, lensless microscopy system that uses speckle illumination and ptychographic phase retrieval to achieve high-resolution imaging over a large field of view without lenses.
Contribution
It presents a novel, compact lensless imaging platform combining speckle scanning and sub-sampled ptychography for quantitative microscopy.
Findings
Achieves 1 micron resolution with ~10 images.
Provides a 6.4 mm by 4.6 mm field of view.
Validates with biological and phase targets.
Abstract
We report a compact, cost-effective and field-portable lensless imaging platform for quantitative microscopy. In this platform, the object is placed on top of an image sensor chip without using any lens. We use a low-cost galvo scanner to rapidly scan an unknown laser speckle pattern on the object. To address the positioning repeatability and accuracy issues, we directly recover the positional shifts of the speckle pattern based on the phase correlation of the captured images. To bypass the resolution limit set by the imager pixel size, we employ a sub-sampled ptychographic phase retrieval process to recover the complex object. We validate our approach using a resolution target, a phase target, and a biological sample. Our results show that accurate, high-quality complex images can be obtained from a lensless dataset with as few as ~10 images. We also demonstrate the reported approach…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
