Deep learning-based active contour technique with bagging and boosting algorithms hybrid approach for detecting bone Cancer from Mri scan images.
Ediga LingappaL. Rama ParvathyPublished in: Multim. Tools Appl. (2023)
Keyphrases
- active contours
- deep learning
- segmentation method
- input image
- boosting algorithms
- image segmentation
- level set
- generalization error
- object recognition
- multiple images
- image features
- multi class
- test images
- energy function
- loss function
- segmentation algorithm
- region of interest
- lighting conditions
- ensemble methods
- image classification
- shape prior
- base classifiers
- unsupervised learning
- image regions
- learning algorithm
- similarity measure
- decision trees
- image processing
- natural images
- graph cuts
- maximum likelihood
- probabilistic model
- viewpoint