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: CoRR (2020)
Keyphrases
- scientific discovery
- electron microscopy
- denoising
- low energy
- x ray
- image stacks
- image denoising
- total variation
- human reasoning
- thin film
- artificial intelligence
- natural images
- knowledge discovery
- noisy images
- image processing
- case study
- denoising methods
- microscopy images
- denoising algorithm
- databases
- transmission electron microscopy
- wavelet packet
- machine learning
- real world