Contrast Enhancement of Fundus Images by Employing Modified PSO for Improving the Performance of Deep Learning Models.
Khursheed AurangzebSheraz AslamMusaed A. AlhusseinRizwan Ali NaqviMuhammad ArsalanSyed Irtaza HaiderPublished in: IEEE Access (2021)
Keyphrases
- learning models
- contrast enhancement
- fundus images
- image enhancement
- learning algorithm
- machine learning
- learning tasks
- low contrast
- multiscale
- loss function
- histogram equalization
- color images
- particle swarm optimization
- semi supervised learning
- gray level
- blood vessels
- optic disc
- machine learning algorithms
- visual quality
- conditional random fields
- learning problems
- classification models
- optical coherence tomography
- enhanced image
- pairwise
- pattern recognition
- image processing
- fitness function
- probabilistic model
- image analysis