Pedestrian Classification Based on Improved Support Vector Machines.
Hongmin XueZhijing LiuPublished in: INCoS (2013)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- learning machines
- large margin classifiers
- pattern classification
- svm classifier
- cross validation
- svm classification
- generalization ability
- feature vectors
- pattern recognition
- decision trees
- feature selection
- binary classification
- classification algorithm
- machine learning
- training examples
- benchmark datasets
- classification systems
- classification rules
- automatic classification
- loss function
- sequential minimal optimization
- class labels
- support vector machine svm
- model selection
- image classification
- computer vision
- radial basis function
- training samples
- cost sensitive
- pedestrian detection
- support vector regression
- feature set
- object detection
- support vectors
- active learning
- object recognition
- feature extraction