Deep learning speckle de-noising algorithms for coherent imaging: A review and a new phase-shifted iterative scheme

Author(s):  
Silvio Montresor ◽  
Marie Tahon ◽  
Pascal Picart
2019 ◽  
Vol 8 (1) ◽  
Author(s):  
Yair Rivenson ◽  
Yichen Wu ◽  
Aydogan Ozcan

Abstract Recent advances in deep learning have given rise to a new paradigm of holographic image reconstruction and phase recovery techniques with real-time performance. Through data-driven approaches, these emerging techniques have overcome some of the challenges associated with existing holographic image reconstruction methods while also minimizing the hardware requirements of holography. These recent advances open up a myriad of new opportunities for the use of coherent imaging systems in biomedical and engineering research and related applications.


2020 ◽  
Vol 133 ◽  
pp. 106151
Author(s):  
Da Yin ◽  
Zhongzheng Gu ◽  
Yanran Zhang ◽  
Fengyan Gu ◽  
Shouping Nie ◽  
...  

2021 ◽  
Vol 8 (2) ◽  
pp. 021407
Author(s):  
Henry Chan ◽  
Youssef S. G. Nashed ◽  
Saugat Kandel ◽  
Stephan O. Hruszkewycz ◽  
Subramanian K. R. S. Sankaranarayanan ◽  
...  

Author(s):  
Tairan Liu ◽  
Yibo Zhang ◽  
Mengxing Ouyang ◽  
Aniruddha Ray ◽  
Janay Kong ◽  
...  

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Tairan Liu ◽  
Kevin de Haan ◽  
Yair Rivenson ◽  
Zhensong Wei ◽  
Xin Zeng ◽  
...  

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