Fields of experts
From MaRDI portal
Publication:847491
DOI10.1007/s11263-008-0197-6zbMath1477.68419OpenAlexW2130184048MaRDI QIDQ847491
Publication date: 16 February 2010
Published in: International Journal of Computer Vision (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11263-008-0197-6
Random fields; image analysis (62M40) Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Machine vision and scene understanding (68T45)
Related Items
Field of experts regularized nonlocal low rank matrix approximation for image denoising, Gaussian Patch Mixture Model Guided Low-Rank Covariance Matrix Minimization for Image Denoising, Poisson Noise Reduction with Higher-Order Natural Image Prior Model, From local kernel to nonlocal multiple-model image denoising, Convergence theorems for the non-local means filter, Adapting total generalized variation for blind image restoration, Image Denoising: The Deep Learning Revolution and Beyond—A Survey Paper, Dual non-autonomous deep convolutional neural network for image denoising, Harmony potentials fusing global and local scale for semantic image segmentation, Impulse noise removal by using a nonconvex TGV regularizer and nonconvex fidelity, Generalized roof duality and bisubmodular functions, Weighted nuclear norm minimization and its applications to low level vision, Explainable bilevel optimization: an application to the Helsinki Deblur Challenge, RTR-DPD: reweighted Tikohonov regularization for blind deblurring via dual principles of discriminativeness, A Flexible Space-Variant Anisotropic Regularization for Image Restoration with Automated Parameter Selection, Ultrasound image restoration based on a learned dictionary and a higher-order MRF, Speckle reduction with trained nonlinear diffusion filtering, A new Poisson noise filter based on weights optimization, Mini-workshop: Deep learning and inverse problems. Abstracts from the mini-workshop held March 4--10, 2018, On monotone and primal-dual active set schemes for \(\ell^p\)-type problems, \(p \in (0,1\)], Variational networks: an optimal control approach to early stopping variational methods for image restoration, Unnamed Item, Nonlocal Means and Optimal Weights for Noise Removal, An efficient variational method for restoring images with combined additive and multiplicative noise, Learning sparse FRAME models for natural image patterns, A convex variational model for restoring SAR images corrupted by multiplicative noise, Image Denoising via Multiscale Nonlinear Diffusion Models, Shared Prior Learning of Energy-Based Models for Image Reconstruction, Nonconvex Total Generalized Variation Model for Image Inpainting
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A nonlinear regularization approach to early vision
- On the use of Gibbs priors for Bayesian image restoration
- On advances in statistical modeling of natural images
- Learning low-level vision
- An introduction to variational methods for graphical models
- Training Products of Experts by Minimizing Contrastive Divergence
- Image denoising using scale mixtures of gaussians in the wavelet domain
- Stable recovery of sparse overcomplete representations in the presence of noise
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Probabilistic Solution of Ill-Posed Problems in Computational Vision
- Markov Random Fields with Higher-order Interactions
- Estimation of Markov random field prior parameters using Markov chain Monte Carlo maximum likelihood
- 10.1162/jmlr.2003.4.7-8.1235
- The statistics of natural images
- Two-Dimensional Random Fields and Representation of Images
- Analysis versus synthesis in signal priors
- Advanced Lectures on Machine Learning
- Generalized Iterative Scaling for Log-Linear Models
- A Review of Image Denoising Algorithms, with a New One
