vU-net: edge detection in time-lapse fluorescence live cell images based on convolutional neural networks

Time-lapse fluorescence live cell imaging has been widely used to study various dynamic processes in cell biology. As the initial step of image analysis, it is important to localize and segment cell edges with higher accuracy. However, fluorescence live-cell images usually have issues such as low co...

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Bibliographic Details
Main Author: Zhang, Xitong
Other Authors: Carolina Ruiz, Reader
Format: Others
Published: Digital WPI 2018
Subjects:
Online Access:https://digitalcommons.wpi.edu/etd-theses/1224
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2223&context=etd-theses