Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images.
Michael GadermayrMartin StrauchBarbara Mara KlinkhammerSonja DjudjajPeter BoorDorit MerhofPublished in: ICIAR (2016)
Keyphrases
- image classification
- image data
- input image
- image database
- feature extraction
- ground truth
- image features
- image analysis
- machine learning
- classification accuracy
- image matching
- test images
- image collections
- preprocessing stage
- three dimensional
- decision trees
- similarity measure
- edge detection
- class labels
- pigmented skin lesions
- gabor filters
- support vector machine svm
- image registration
- feature vectors
- segmentation algorithm
- text classification
- wavelet transform
- lighting conditions
- image annotation
- object recognition
- extracted features
- intra class
- support vector
- feature selection