Appearance-based necrosis detection using textural features and SVM with discriminative thresholding in histopathological whole slide images.
Harshita SharmaNorman ZerbeIris KlempertSebastian LohmannBjörn LindequistOlaf HellwichPeter HufnaglPublished in: BIBE (2015)
Keyphrases
- textural features
- edge detection
- discriminative classifiers
- object detection
- input image
- image database
- image data
- visual inspection
- image analysis
- gray level
- satellite images
- image retrieval
- object recognition
- support vector
- feature selection
- support vector machine
- image features
- image registration
- feature extraction
- texture analysis
- information content
- texture features
- digitized mammograms
- image classification
- feature vectors
- detection algorithm
- detection method
- segmentation algorithm
- training set
- color histogram
- similarity measure
- image sequences
- image segmentation
- image processing