Assessing microscope image focus quality with deep learning.

Samuel J. Yang Marc Berndl D. Michael Ando Mariya Barch Arunachalam Narayanaswamy Eric Christiansen Stephan Hoyer Chris Roat Jane Hung Curtis T. Rueden Asim Shankar Steven Finkbeiner Philip Nelson

Published in: BMC Bioinform. (2018)

Keyphrases

deep learning
image classification
input image
image segmentation
image features
image content
image representation
image retrieval
multiscale
single image
viewpoint
region of interest
training data
test images
image regions
segmentation method
natural images
object detection
target object
unsupervised feature learning
text classification
machine learning
high resolution
similarity measure
image processing
feature selection
computer vision
learning algorithm