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Cross-modality deep learning brings bright-field microscopy contrast to holography

Computer Vision and Pattern Recognition 2019-03-08 v1 Machine Learning Applied Physics

Abstract

Deep learning brings bright-field microscopy contrast to holographic images of a sample volume, bridging the volumetric imaging capability of holography with the speckle- and artifact-free image contrast of bright-field incoherent microscopy.

Cite

@article{arxiv.1811.07103,
  title  = {Cross-modality deep learning brings bright-field microscopy contrast to holography},
  author = {Yichen Wu and Yilin Luo and Gunvant Chaudhari and Yair Rivenson and Ayfer Calis and Kevin De Haan and Aydogan Ozcan},
  journal= {arXiv preprint arXiv:1811.07103},
  year   = {2019}
}

Comments

3 pages

R2 v1 2026-06-23T05:18:55.776Z