U-RISC: An Annotated Ultra-High-Resolution Electron Microscopy Dataset Challenging the Existing Deep Learning Algorithms.
Ruohua ShiWenyao WangZhixuan LiLiuyuan HeKaiwen ShengLei MaKai DuTingting JiangTiejun HuangPublished in: Frontiers Comput. Neurosci. (2022)
Keyphrases
- electron microscopy
- high resolution
- learning algorithm
- x ray
- low energy
- low resolution
- transmission electron microscopy
- deep architectures
- high speed
- image stacks
- machine learning algorithms
- training data
- active learning
- super resolution
- image processing
- thin film
- machine learning
- remote sensing
- magnetic resonance images
- application specific
- low cost
- high quality
- general purpose
- hardware architecture
- microscopy images
- deep learning
- street view
- coarse grained
- fine grained