Support Vector Machines for crop/weeds identification in maize fields.
José Miguel GuerreroGonzalo PajaresMartín MontalvoJuan RomeoMaría GuijarroPublished in: Expert Syst. Appl. (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- plant species
- logistic regression
- generalization ability
- automatic identification
- classification accuracy
- kernel function
- cross validation
- loss function
- support vector machine
- training examples
- databases
- identification rate
- decision function
- feature selection
- computer vision
- maximum margin
- svm classifier
- multi class classification
- radial basis function
- kernel methods
- principal component analysis
- multi class
- social networks