A Supervised Learning Approach for Crohn's Disease Detection Using Higher-Order Image Statistics and a Novel Shape Asymmetry Measure.
Dwarikanath MahapatraPeter SchuefflerJeroen A. W. TielbeekJoachim M. BuhmannFranciscus M. VosPublished in: J. Digit. Imaging (2013)
Keyphrases
- image statistics
- natural images
- higher order
- supervised learning
- natural image statistics
- reinforcement learning
- image patches
- detection algorithm
- object recognition
- unsupervised learning
- multiscale
- pairwise
- markov random field
- distance measure
- natural scenes
- high order
- machine learning
- shape analysis
- detection method
- training set
- training data
- shape model
- object detection
- pattern recognition
- dissimilarity measure
- data sets
- outbreak detection