Deep learning-based super-resolution in coherent imaging systems.
Tairan LiuKevin de HaanYair RivensonZhensong WeiXin ZengYibo ZhangAydogan OzcanPublished in: CoRR (2018)
Keyphrases
- imaging systems
- deep learning
- super resolution
- light field
- low resolution
- high resolution
- image formation
- motion blur
- machine vision
- image restoration
- unsupervised learning
- image reconstruction
- low resolution images
- machine learning
- high quality
- single image
- motion estimation
- high resolution images
- depth map
- stereo images
- image patches
- light source
- expectation maximization
- signal processing
- three dimensional
- image processing