Deep Denoising for Scientific Discovery: A Case Study in Electron Microscopy.
Sreyas MohanRamon ManzorroJoshua L. VincentBinh TangDev Yashpal ShethEero P. SimoncelliDavid S. MattesonPeter A. CrozierCarlos Fernandez-GrandaPublished in: IEEE Trans. Computational Imaging (2022)
Keyphrases
- scientific discovery
- electron microscopy
- denoising
- low energy
- x ray
- image denoising
- image stacks
- human reasoning
- noisy images
- artificial intelligence
- knowledge discovery
- image processing
- total variation
- natural images
- thin film
- denoising algorithm
- denoising methods
- case study
- computer vision
- microscopy images
- wavelet packet
- database
- multiresolution
- machine learning
- transmission electron microscopy
- neural network