Mastodawn

Helmholtz Imaging Aug 18, 2025

Sept 18: Learn how to remove noise from imaging data with supervised, self-supervised & generative AI. With Alexander Krull (University Birmingham).

Register for the series 👉 https://bit.ly/6-image-processing-tasks

@helmholtz
#imaging #ImageDenoising #AI

Fabrizio Musacchio Mar 8, 2024

Here is a #Python #tutorial, where I compare #PCA, #KernelPCA (#kPCA), #Autoencoder and #CNN with regard to #ImageDenoising 🌁 🧹

🌍 https://www.fabriziomusacchio.com/blog/2023-06-20-ai_image_denoising/

Image denoising techniques: A comparison of PCA, kernel PCA, autoencoder, and CNN

In this post, we explore the performance of PCA, Kernel PCA, denoising autoencoder, and CNN for image denoising.

Fabrizio Musacchio

Fabrizio Musacchio Sep 25, 2023

Promising new #imagedenoising tool: SUPPORT. Designed for #VoltageImaging and time lapse images in general:

🎥 https://static-content.springer.com/esm/art%3A10.1038%2Fs41592-023-02005-8/MediaObjects/41592_2023_2005_MOESM13_ESM.mp4 (demo)
✍️ Eom, M., Han, S., Park, P. et al. Statistically unbiased prediction enables accurate denoising of voltage imaging data. #NatMethods (2023). https://doi.org/10.1038/s41592-023-02005-8
👨‍💻 https://github.com/NICALab/SUPPORT

Boing Boing May 9, 2018

See in the Dark: a machine learning technique for producing astoundingly sharp photos in very low light https://boingboing.net/2018/05/09/enhance-enhance.html #artificialintelligence #computerscience #machinelearning #imagedenoising #happymutants #scholarship #youtube #videos #Video #intel #AI #ml

See in the Dark: a machine learning technique for producing astoundingly sharp photos in very low light

See in the Dark: a machine learning technique for producing astoundingly sharp photos in very low light

Boing Boing