Evaluating classification and feature selection techniques for honeybee subspecies identification using wing images.
Felipe Leno da SilvaMarina Lopes Grassi SellaTiago Mauricio FrancoyAnna Helena Reali CostaPublished in: Comput. Electron. Agric. (2015)
Keyphrases
- image classification
- image data
- image features
- three dimensional
- image analysis
- pattern recognition
- image database
- ground truth
- correct classification rate
- image retrieval
- input image
- image registration
- preprocessing stage
- support vector
- handwritten digits
- thematic mapper
- feature extraction
- image set
- image matching
- automatic classification
- supervised learning
- feature vectors
- object recognition
- decision trees
- machine learning
- skin lesion
- extracted features
- gabor filters
- region of interest
- pigmented skin lesions
- classification method
- remote sensing
- image regions
- segmentation method
- segmentation algorithm
- support vector machine svm
- feature set
- classification accuracy
- training set
- similarity measure
- feature selection