Super-Resolution of Synthetic Aperture Radar Complex Data by Deep-Learning.
Pia AddabboMario Luca BernardiFilippo BiondiMarta CimitileCarmine ClementeNicomino FiscanteGaetano GiuntaDanilo OrlandoLinjie YanPublished in: IEEE Access (2023)
Keyphrases
- complex data
- deep learning
- super resolution
- synthetic aperture radar
- image reconstruction
- sar images
- low resolution
- high resolution
- unsupervised learning
- image restoration
- machine learning
- low resolution images
- high quality
- motion blur
- motion estimation
- high resolution images
- parameter estimation
- high dimensional data
- high frequency
- dimensionality reduction
- image patches
- least squares
- decision trees