Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic images.
Rucha DeshpandeMark A. AnastasioFrank J. BrooksPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- high order
- generative model
- higher order
- visual patterns
- test images
- input image
- image features
- object parts
- natural images
- image retrieval
- image annotation
- image matching
- object recognition
- prior knowledge
- pairwise
- segmentation method
- discriminative learning
- object categories
- conditional random fields
- image statistics
- computer vision
- language modeling
- discriminative models
- image set
- keypoints
- sparse representation
- linear combination
- image classification
- semi supervised
- information extraction
- probabilistic model
- training set