Published January 10, 2025 | Version v1.0
Software Open

Visualizing Nanoparticle Surface Dynamics and Instabilities Enabled by Deep Denoising (Code)

Creators

  • 1. ROR icon Arizona State University
  • 2. ROR icon University of Iowa
  • 3. ROR icon Cornell University
  • 4. ROR icon New York University

Description

This contains the code for processing in situ atomic resolution transmission electron microscopy images presented in a paper entitled Visualizing Nanoparticle Surface Dynamics and Instabilities Enabled by Deep Denoising published in Science. The code implements an unsupervised deep video denoising (UDVD) approach as described in the manuscript and cited publications. For more information on AI-powered denoising see: https://kangningthu.github.io/AI-powered-denoising/

Files

crozier-del/UDVD-MF-Denoising-v1.0.zip

Files (8.1 MB)

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md5:c543db95260e0b48f15277752e781da2
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Additional details

Related works

Is supplement to
Software: https://github.com/crozier-del/UDVD-MF-Denoising/tree/v1.0 (URL)

Software

Repository URL
https://github.com/crozier-del/UDVD-MF-Denoising