| Literature DB >> 25977155 |
Zhaozheng Yin1, Hang Su2, Elmer Ker3, Mingzhong Li4, Haohan Li4.
Abstract
We propose a novel way of imaging live cells in a Petri dish by the phase contrast microscope. By taking multiple exposures of phase contrast microscopy images on the same cell dish, we estimate a cell-sensitive camera response function which responds to cells' irradiance signals but generates a constant on non-cell background signal. The result of this new microscopy imaging is visually superior quality, which reveals the appearance details of cells and suppresses background noise near zero. Using the cell-sensitive microscopy imaging, cells' original irradiance signals are restored from all exposures and the irradiance signals on non-cell background regions are restored as a uniform constant (i.e., the imaging system is sensitive to cells only but insensitive to non-cell background). The restored irradiance signals greatly facilitate the cell segmentation by simple thresholding. The experimental results validate that high quality cell segmentation can be achieved by our approach.Keywords: Cell image segmentation; Image restoration; Microscopy image analysis; Microscopy imaging model
Mesh:
Year: 2015 PMID: 25977155 DOI: 10.1016/j.media.2015.04.011
Source DB: PubMed Journal: Med Image Anal ISSN: 1361-8415 Impact factor: 8.545