Deep Convolutional Autoencoders for Deblurring and Denoising Low-Resolution Images.
Michael Fernando Mendez JimenezOmar DeGuchyRoummel F. MarciaPublished in: ISITA (2020)
Keyphrases
- denoising
- low resolution images
- deep learning
- low resolution
- super resolution
- high resolution
- image denoising
- high resolution images
- deep belief networks
- total variation
- super resolution reconstruction
- natural images
- noisy images
- image processing
- super resolution image reconstruction
- sparse coding
- multi frame
- facial images
- image restoration
- unsupervised learning
- super resolution algorithm
- restricted boltzmann machine
- high quality
- gaussian noise
- motion blur
- reconstructed image
- motion estimation
- reconstruction method
- feature space
- video sequences
- image deblurring
- similarity measure
- computer vision
- face images