Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations.
Navid Alemi KoohbananiBalagopal UnnikrishnanSyed Ali KhurramPavitra KrishnaswamyNasir M. RajpootPublished in: CoRR (2020)
Keyphrases
- image classification
- image data
- three dimensional
- image database
- image features
- input image
- image annotation
- image analysis
- ground truth
- classification accuracy
- image registration
- test images
- object recognition
- handwritten digits
- hyperspectral images
- fully automatic
- image retrieval
- thematic mapper
- skin lesion
- image collections
- image set
- similarity measure
- feature extraction
- decision trees
- preprocessing stage
- denoising
- labeled images
- semantic labels
- pigmented skin lesions
- image understanding
- support vector machine svm
- edge detection
- machine learning
- support vector machine
- active learning
- multiresolution
- training set
- feature selection