Improving pollen classification with less training effort.
Nhat Rich NguyenMatina Donalson-MatasciMin C. ShinPublished in: WACV (2013)
Keyphrases
- training phase
- training set
- support vector
- training process
- supervised learning
- classification scheme
- classification accuracy
- training samples
- automatic classification
- training examples
- classification performances
- class labels
- support vector machine
- classification algorithm
- machine learning methods
- pattern recognition
- pattern classification
- classification models
- decision trees
- discriminative training
- annotation effort
- multi layer perceptron
- testing phase
- avoid overfitting
- classification rules
- feature selection
- cost sensitive
- classification systems
- test set
- classification process
- object detection
- training speed
- nearest neighbor
- feature extraction
- machine learning