Sequential processing of quantitative phase images for the study of cell behaviour in real-time digital holographic microscopy
Jazyk angličtina Země Anglie, Velká Británie Médium print-electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
25142511
DOI
10.1111/jmi.12165
Knihovny.cz E-zdroje
- Klíčová slova
- Aberration compensation, cell tracking, digital image processing, quantitative phase imaging, real-time holography,
- MeSH
- algoritmy MeSH
- fibrosarkom patologie MeSH
- holografie metody MeSH
- interpretace obrazu počítačem metody MeSH
- krysa rodu Rattus MeSH
- mikroskopie fázově kontrastní metody MeSH
- nádorové buněčné linie MeSH
- zvířata MeSH
- Check Tag
- krysa rodu Rattus MeSH
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
Transmitted light holographic microscopy is particularly used for quantitative phase imaging of transparent microscopic objects such as living cells. The study of the cell is based on extraction of the dynamic data on cell behaviour from the time-lapse sequence of the phase images. However, the phase images are affected by the phase aberrations that make the analysis particularly difficult. This is because the phase deformation is prone to change during long-term experiments. Here, we present a novel algorithm for sequential processing of living cells phase images in a time-lapse sequence. The algorithm compensates for the deformation of a phase image using weighted least-squares surface fitting. Moreover, it identifies and segments the individual cells in the phase image. All these procedures are performed automatically and applied immediately after obtaining every single phase image. This property of the algorithm is important for real-time cell quantitative phase imaging and instantaneous control of the course of the experiment by playback of the recorded sequence up to actual time. Such operator's intervention is a forerunner of process automation derived from image analysis. The efficiency of the propounded algorithm is demonstrated on images of rat fibrosarcoma cells using an off-axis holographic microscope.
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