Classification of mycobacterium tuberculosis in images of ZN-stained sputum smears.
Rethabile KhutlangSriram KrishnanRonald DendereAndrew WhitelawKonstantinos VeropoulosGenevieve LearmonthTania S. DouglasPublished in: IEEE Trans. Inf. Technol. Biomed. (2010)
Keyphrases
- image classification
- image data
- image database
- input image
- microscopic images
- ground truth
- decision trees
- image features
- pattern recognition
- image retrieval
- computer vision
- classification accuracy
- three dimensional
- feature vectors
- digitized images
- hyperspectral images
- test images
- image regions
- visual features
- text classification
- edge detection
- image registration
- support vector
- object recognition
- machine learning
- microscope images
- image set
- image annotation
- image collections
- preprocessing stage
- pigmented skin lesions
- color images
- microscopy images
- skin lesion
- extracted features
- multiscale
- segmentation method
- training data
- feature extraction