Evaluating generative stochastic image models using task-based image quality measures.
Varun A. KelkarDimitrios S. GotsisRucha DeshpandeFrank J. BrooksPrabhat K. C.Kyle J. MyersRongping ZengMark A. AnastasioPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- input image
- image features
- multiscale
- image content
- image data
- image classification
- image quality assessment
- random fields
- image retrieval
- similarity measure
- bayesian framework
- image analysis
- post processing
- image segmentation
- probabilistic model
- image regions
- frequency domain
- generative model
- image reconstruction
- wavelet transform
- test images
- high resolution
- probability density function
- image structure
- high quality
- quality metrics
- low level