Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications.
Ulugbek S. KamilovCharles A. BoumanGregery T. BuzzardBrendt WohlbergPublished in: IEEE Signal Process. Mag. (2023)
Keyphrases
- learned models
- computational cost
- significant improvement
- optimization methods
- methods outperform
- benchmark datasets
- search methods
- synthetic and real datasets
- data structure
- heuristic methods
- data mining techniques
- computationally expensive
- statistical methods
- linear algebra
- mathematical foundations
- computationally intensive
- mathematical models
- learning algorithm
- machine learning methods
- machine learning algorithms
- image analysis
- computer vision algorithms
- methods require
- data mining
- computationally demanding
- training data
- decision trees
- image processing
- computer vision