Deep Convolutional Autoencoder for Estimation of Nonstationary Noise in Images.
Sheyda Ghanbaralizadeh BahnemiriMykola PonomarenkoKaren O. EgiazarianPublished in: EUVIP (2019)
Keyphrases
- non stationary
- random fields
- image noise
- noise sensitivity
- input image
- image features
- gaussian markov random fields
- gaussian noise
- image registration
- noise free
- image retrieval
- image classification
- edge detection
- image structure
- estimation error
- adaptive algorithms
- fourier analysis
- autoregressive
- parameter estimation
- blind source separation
- orientation estimation
- restricted boltzmann machine
- noisy images
- correlation function
- discrete valued
- signal to noise ratio