Digital staining of pathological images: dye amount correction for improved classification performance.
Pinky A. BautistaTokiya AbeMasahiro YamaguchiYukako YagiNagaaki OhyamaPublished in: Medical Imaging: Computer-Aided Diagnosis (2007)
Keyphrases
- image classification
- input image
- image features
- three dimensional
- image database
- image retrieval
- handwritten digits
- ground truth
- image data
- image analysis
- edge detection
- object recognition
- pattern recognition
- digital imaging
- imaging technology
- feature extraction
- image regions
- classification accuracy
- feature vectors
- digital data
- decision trees
- illumination correction
- hyperspectral images
- image collections
- test images
- thematic mapper
- image registration
- support vector
- feature selection
- support vector machine svm
- support vector machine
- training set
- training data
- skin lesion
- similarity measure
- cell segmentation
- machine learning