Classification of Fruits Using Computer Vision and a Multiclass Support Vector Machine.
Yudong ZhangLenan WuPublished in: Sensors (2012)
Keyphrases
- multi class
- support vector machine
- multiclass classification
- computer vision
- svm classifier
- multiclass problems
- multi class classification
- support vector machine svm
- cost sensitive
- binary classifiers
- multiple classes
- machine learning
- cost sensitive classification
- multi class classifier
- multi class svm
- support vector
- feature vectors
- binary and multi class
- class probabilities
- svm classification
- classification algorithm
- binary classification
- feature selection
- error correcting output codes
- multiclass support vector machines
- binary classification problems
- generalization ability
- feature space
- multi class boosting
- kernel fisher
- pattern recognition
- kernel function
- decision boundary
- training set
- soft margin
- training data
- knn
- single class
- binary classification tasks
- multiclass learning
- feature extraction
- learning algorithm
- k nearest neighbor
- kernel methods
- hyperplane
- maximum margin
- base classifiers
- multiclass svm
- data mining
- image processing
- pairwise
- classification accuracy
- training samples