Estimating task-based performance bounds for image reconstruction methods by use of learned-ideal observers.
Kaiyan LiWeimin ZhouHua LiMark A. AnastasioPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- multiscale
- image data
- image features
- input image
- image content
- human observers
- image classification
- image segmentation
- spatial information
- single image
- segmentation algorithm
- image analysis
- test images
- edge detection
- low level
- template matching
- lower bound
- high resolution
- segmentation method
- pixel values
- vector field
- grey level
- energy function
- image representation
- feature points
- image noise
- image retrieval
- hough transform
- class specific
- rigid body
- image set
- lighting conditions
- image matching
- visual features
- image quality
- upper bound