Localization Free Super-Resolution Microbubble Velocimetry Using a Long Short-Term Memory Neural Network.
Xi ChenMatthew R. LowerisonZhijie DongNathiya Vaithiyalingam Chandra SekaranDaniel A. LlanoPengfei SongPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- super resolution
- neural network
- recurrent neural networks
- low resolution
- high resolution
- image reconstruction
- image restoration
- low resolution images
- motion estimation
- image super resolution
- super resolved
- multi frame
- resolution enhancement
- image resolution
- single image super resolution
- artificial neural networks
- high quality
- motion blur
- video super resolution
- high resolution images
- super resolution reconstruction
- feed forward
- adaptive regularization
- fuzzy logic
- back propagation
- depth map
- single frame
- degraded images
- three dimensional
- highest resolution
- field of view
- higher resolution
- image patches
- spatio temporal
- genetic algorithm
- machine learning