Times series averaging and denoising from a probabilistic perspective on time-elastic kernels.
Pierre-François MarteauPublished in: CoRR (2016)
Keyphrases
- denoising
- weighted averaging
- image denoising
- noisy images
- translation invariant
- total variation
- noise removal
- wavelet domain
- image processing
- denoising algorithm
- natural images
- bayesian networks
- viewpoint
- uncertain data
- probabilistic model
- kernel methods
- gaussian noise
- multiple kernel learning
- denoising methods
- probabilistic logic
- computer vision
- string kernels
- nonlinear diffusion
- diffusion processes
- wavelet based denoising