Information theoretic methods for image processing algorithm optimization.
Sergey F. ProkushkinErez GalilPublished in: IQSP (2015)
Keyphrases
- information theoretic
- entropy measure
- image processing
- optimization algorithm
- optimization method
- learning algorithm
- relative entropy
- information theoretic measures
- minimum description length
- mutual information
- multi class
- information theory
- objective function
- theoretical guarantees
- information bottleneck
- image analysis
- closed form
- point correspondences
- pattern recognition
- theoretic framework
- similarity measure
- computer vision
- jensen shannon divergence
- machine learning