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

Space-Time DiffuserCam Video Reconstruction using Implicit Neural Representations

Not Accessible

Your library or personal account may give you access

Abstract

We train space-time neural representations in an unsupervised, physics-based pipeline to reconstruct videos from DiffuserCam lensless imagers. Our method takes advantage of redundant information between frames, demonstrating improved quality when compared to frame-by-frame approaches.

© 2022 The Author(s)

PDF Article  |   Presentation Video
More Like This
Sparse and low-rank video processing for Fourier DiffuserScope

Clare Lin, Fanglin Linda Liu, and Laura Waller
MW4A.3 Microscopy Histopathology and Analytics (Microscopy) 2022

Video Snapshot Compressive Imaging via Deep Learning with Adversarial Training

Honghao Huang, Chengyang Hu, Sigang Yang, Minghua Chen, and Hongwei Chen
JW3B.172 CLEO: Applications and Technology (CLEO:A&T) 2022

Multi-domain Discrete Spectral Image Fusion via Implicit Neural Representation

Manuel Herrera-Poveda, David Morales-Norato, Hans Garcia, Sergio Castillo, Andrés Jerez, and Henry Arguello
CTh2A.3 Computational Optical Sensing and Imaging (COSI) 2023

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
Sparse and low-rank video processing for Fourier DiffuserScope

Clare Lin, Fanglin Linda Liu, and Laura Waller
MW4A.3 Microscopy Histopathology and Analytics (Microscopy) 2022

Video Snapshot Compressive Imaging via Deep Learning with Adversarial Training

Honghao Huang, Chengyang Hu, Sigang Yang, Minghua Chen, and Hongwei Chen
JW3B.172 CLEO: Applications and Technology (CLEO:A&T) 2022

Multi-domain Discrete Spectral Image Fusion via Implicit Neural Representation

Manuel Herrera-Poveda, David Morales-Norato, Hans Garcia, Sergio Castillo, Andrés Jerez, and Henry Arguello
CTh2A.3 Computational Optical Sensing and Imaging (COSI) 2023

3D Camera using a Single Layer of Microlens Array and a Learned Reconstruction Algorithm

Feng Tian and Weijian Yang
JW3A.7 CLEO: Applications and Technology (CLEO:A&T) 2022

Video From Coded Motion Blur Using Dynamic Phase Coding

Erez Yosef, Shay Elmalem, and Raja Giryes
ITh3D.6 Imaging Systems and Applications (IS) 2022

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.