Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction
Machine Learning
2018-07-23 v1 Computer Vision and Pattern Recognition
Optics
Machine Learning
Abstract
We discuss recently emerging applications of the state-of-art deep learning methods on optical microscopy and microscopic image reconstruction, which enable new transformations among different modes and modalities of microscopic imaging, driven entirely by image data. We believe that deep learning will fundamentally change both the hardware and image reconstruction methods used in optical microscopy in a holistic manner.
Cite
@article{arxiv.1805.08970,
title = {Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction},
author = {Yair Rivenson and Aydogan Ozcan},
journal= {arXiv preprint arXiv:1805.08970},
year = {2018}
}