Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Coherent imaging through scatter using an interpretable deep neural network

Not Accessible

Your library or personal account may give you access

Abstract

We propose a deep neural network model that is agnostic to scatter displacements, and system defocus up to 10X depth of field. We develop an analysis framework for interpreting the mechanism of our DNN model.

© 2020 The Author(s)

PDF Article  |   Presentation Video
More Like This
Imaging through diffusers with extended depth-of-field using a deep neural network

Yunzhe Li, Shiyi Cheng, Yujia Xue, and Lei Tian
ITh3E.2 Imaging Systems and Applications (IS) 2020

Focusing Through Scattering Materials Using Deep Neural Networks

Ivan Vishniakou and Johannes D. Seelig
OTh4B.3 Adaptive Optics: Analysis, Methods & Systems (AO) 2020

Deep-Learning-based Computational Biomedical Microscopy with Uncertainty Quantification

Lei Tian, Yujia Xue, Shiyi Cheng, Yunzhe Li, and Yi Ji
AW3T.1 CLEO: Applications and Technology (CLEO:A&T) 2020

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads


More Like This
Imaging through diffusers with extended depth-of-field using a deep neural network

Yunzhe Li, Shiyi Cheng, Yujia Xue, and Lei Tian
ITh3E.2 Imaging Systems and Applications (IS) 2020

Focusing Through Scattering Materials Using Deep Neural Networks

Ivan Vishniakou and Johannes D. Seelig
OTh4B.3 Adaptive Optics: Analysis, Methods & Systems (AO) 2020

Deep-Learning-based Computational Biomedical Microscopy with Uncertainty Quantification

Lei Tian, Yujia Xue, Shiyi Cheng, Yunzhe Li, and Yi Ji
AW3T.1 CLEO: Applications and Technology (CLEO:A&T) 2020

Complex hologram generation of multi-depth images using deep neural network

Juhyun Lee, Jinsoo Jeong, Jaebum Cho, Dongheon Yoo, and Byoungho Lee
JTh2A.12 3D Image Acquisition and Display: Technology, Perception and Applications (3D) 2020

Single-Shot Absorption Imaging of Ultracold Atoms Using Deep-Neural-Network

Gal Ness, Anastasiya Vainbaum, Constantine Shkedrov, Yanay Florshaim, and Yoav Sagi
FW4C.7 CLEO: QELS_Fundamental Science (CLEO:FS) 2020

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.