A Kalman Filter Framework for Simultaneous LTI Filtering and Total Variation Denoising.
Arman Kheirati RooniziIvan W. SelesnickPublished in: IEEE Trans. Signal Process. (2022)
Keyphrases
- denoising
- total variation
- kalman filter
- image denoising
- bayesian filtering
- image restoration
- image processing
- kalman filtering
- noise removal
- convex optimization
- noisy images
- object tracking
- image deblurring
- regularization methods
- natural images
- computer vision
- particle filter
- regularization term
- total variation regularization
- fidelity term
- high dimensional
- machine learning
- filtering method
- partial differential equations
- face recognition
- optimal solution
- motion estimation