English

Quantitative phase imaging of single particles from a cryoEM micrograph

Image and Video Processing 2021-11-24 v1 Optics

Abstract

We show that de-focused single particle images recorded using a cryo-electron microscope (cryoEM) system may be processed like a Fresnel zone in-line hologram to obtain physically meaningful quantitative phase maps associated with individual particles. In particular, a region-of-interest (ROI) of the de-focused image surrounding a particle can be numerically back-propagated, in order to determine accurate de-focus information based on the sparsity-of-gradient merit function. Further with the knowledge of de-focus information, an iterative Fresnel zone phase retrieval algorithm using image sparsity constraints can accurately estimate the quantitative phase information associated with a single particle. The proposed methodology which can correct for both de-focus and spherical aberrations is a deviation from the image processing chain currently used in single particle cryoEM reconstructions. Our illustrations as presented here suggest that the phase retrieval approach applies uniformly to de-focused image data recorded using the traditional CCD detectors as well as the newer direct electron detectors.

Keywords

Cite

@article{arxiv.2105.12777,
  title  = {Quantitative phase imaging of single particles from a cryoEM micrograph},
  author = {Apoorv Pant and Manidipa Banerjee and Kedar Khare},
  journal= {arXiv preprint arXiv:2105.12777},
  year   = {2021}
}
R2 v1 2026-06-24T02:30:05.124Z