Back to Search
Start Over
Hyperspectral Stimulated Raman Scattering microscopy image denoising via a Deep Convolutional Autoencoder
- Source :
- 2020 Photonics North (PN).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- We demonstrate the use of a Convolutional Denoising Autoencoder Neural Network to denoise Hyperspectral Stimulated Raman Scattering microscopy images.<br />2020 Photonics North (PN), May 26-28, 2020, Niagara Falls, Ontario
- Subjects :
- Materials science
Stimulated Raman Scattering Microscopy
Quantitative Biology::Neurons and Cognition
Artificial neural network
business.industry
Noise reduction
Computer Science::Neural and Evolutionary Computation
stimulated raman microscopy
Hyperspectral imaging
Pattern recognition
Iterative reconstruction
Autoencoder
Convolution
hyperspectral image denoising
Statistics::Machine Learning
Computer Science::Sound
Computer Science::Computer Vision and Pattern Recognition
Artificial intelligence
Image denoising
business
deep convolutional autoencoder
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 Photonics North (PN)
- Accession number :
- edsair.doi.dedup.....2adf5cd6bde6812c6933bbc8ca3522c6
- Full Text :
- https://doi.org/10.1109/pn50013.2020.9166931