TY - GEN
T1 - Quantitative phase maps of live cells classified by transfer learning and generative adversarial network (GAN)
AU - Rubin, Moran
AU - Stein, Omer
AU - Giryes, Raja
AU - Roitshtain, Darina
AU - Shaked, Natan T.
N1 - Publisher Copyright:
© 2018 The Author(s).
PY - 2018
Y1 - 2018
N2 - We suggest a new approach for classification of label-free quantitative phase maps of live cells using only a small training set, based on a combination between generative adversarial networks (GANs) and transfer learning.
AB - We suggest a new approach for classification of label-free quantitative phase maps of live cells using only a small training set, based on a combination between generative adversarial networks (GANs) and transfer learning.
UR - http://www.scopus.com/inward/record.url?scp=85051247916&partnerID=8YFLogxK
U2 - 10.1364/COSI.2018.CW2E.7
DO - 10.1364/COSI.2018.CW2E.7
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AN - SCOPUS:85051247916
SN - 9781943580446
T3 - Optics InfoBase Conference Papers
BT - Computational Optical Sensing and Imaging, COSI 2018
PB - Optica Publishing Group (formerly OSA)
T2 - Computational Optical Sensing and Imaging, COSI 2018
Y2 - 25 June 2018 through 28 June 2018
ER -