Classification gel electrophoretic image of DNA Fusarium Graminearum featuring support vector machine.
N. AliasS. NashatL. ZakariaN. NajimudinM. Z. AbdullahPublished in: ICSIPA (2011)
Keyphrases
- support vector machine
- image classification
- image data
- image features
- input image
- svm classifier
- multiscale
- feature selection
- feature vectors
- image analysis
- image representation
- support vector
- classification algorithm
- image feature extraction
- single image
- segmentation method
- classification method
- decision boundary
- image regions
- image retrieval
- image segmentation
- image content
- svm classification
- preprocessing stage
- machine learning
- feature space
- decision trees
- training set
- edge detection
- supervised learning
- classification accuracy
- support vector machine svm
- training data
- high classification accuracy
- pattern classification
- pixel values
- similarity measure
- class specific
- feature points
- k nearest neighbor
- data sets
- spot detection
- soft margin
- feature extraction
- image set
- high resolution
- segmentation algorithm