Comparative study of fully three-dimensional reconstruction algorithms for lens-free microscopy
Auteurs | Berdeu A., Momey F., Laperrousaz B., Bordy T., Gidrol X., DInten J.-M., Picollet-D'Hahan N., Allier C. |
Year | 2017-0217 |
Source-Title | Applied Optics |
Affiliations | Université Grenoble Alpes, Grenoble, France, Commissariat À l'Énergie Atomique et Aux Énergies Alternatives, Laboratoire d'Électronique et de Technologie de l'Information, Grenoble, France, Laboratoire Hubert Curien, Université Jean Monnet, Saint-Étienne, France, Commissariat À l'Énergie Atomique et Aux Énergies Alternatives, Institut de Biosciences et Biotechnologies de Grenoble, Grenoble, France, Institut National de la Santé et de la Recherche Médicale, U1038, Grenoble, France |
Abstract | We propose a three-dimensional (3D) imaging platform based on lens-free microscopy to perform multiangle acquisitions on 3D cell cultures embedded in extracellular matrices. Lens-free microscopy acquisitions present some inherent issues such as the lack of phase information on the sensor plane and a limited angular coverage. We developed and compared three different algorithms based on the Fourier diffraction theorem to obtain fully 3D reconstructions. These algorithms present an increasing complexity associated with a better reconstruction quality. Two of them are based on a regularized inverse problem approach. To compare the reconstruction methods in terms of artefact reduction, signal-to-noise ratio, and computation time, we tested them on two experimental datasets: An endothelial cell culture and a prostate cell culture grown in a 3D extracellular matrix with large reconstructed volumes up to ?5 mm3 with a resolution sufficient to resolve isolated single cells. The lens-free reconstructions compare well with standard microscopy. © 2017 Optical Society of America. |
Author-Keywords | |
Index-Keywords | Cells, Cytology, Endothelial cells, Inverse problems, Matrix algebra, Repair, Signal to noise ratio, Comparative studies, Extracellular matrices, Fourier diffraction theorems, Fully 3D reconstruction, Reconstruction method, Reconstruction quality, Three dimensional (3-D) imaging, Three-dimensional reconstruction, Cell culture |
ISSN | 1559128X |
Lien vers article | Link |