Learning sparse FRAME models for natural image patterns
From MaRDI portal
Publication:1799970
DOI10.1007/s11263-014-0757-xzbMath1398.94056OpenAlexW2023443487WikidataQ114904810 ScholiaQ114904810MaRDI QIDQ1799970
Song-Chun Zhu, Ying Nian Wu, Wenze Hu, Jianwen Xie
Publication date: 19 October 2018
Published in: International Journal of Computer Vision (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11263-014-0757-x
Learning and adaptive systems in artificial intelligence (68T05) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- SIFT
- Fields of experts
- Algorithms for simultaneous sparse approximation. I: Greedy pursuit
- The cosparse analysis model and algorithms
- Support union recovery in high-dimensional multivariate regression
- Atomic Decomposition by Basis Pursuit
- A Stochastic Grammar of Images
- Training Products of Experts by Minimizing Contrastive Divergence
- Sparse and Redundant Representations
- From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Exploratory Projection Pursuit
- On the convergence of markovian stochastic algorithms with rapidly decreasing ergodicity rates
- Composition systems
- Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation
- $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
- 10.1162/jmlr.2003.4.7-8.1235
- Matching pursuits with time-frequency dictionaries
- Analysis versus synthesis in signal priors
- Unsupervised learning of compositional sparse code for natural image representation
- A Fast Learning Algorithm for Deep Belief Nets
- Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
