Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification.
Ali SentasIsabek TashievFatmanur KüçükayvazSeda KulSüleyman EkenAhmet SayarYasar BecerikliPublished in: EIDWT (2018)
Keyphrases
- support vector machine
- real time
- classification algorithm
- convolutional neural network
- benchmark datasets
- support vector
- feature vectors
- machine learning
- classification method
- machine learning methods
- feature space
- classification accuracy
- machine learning algorithms
- support vector machine svm
- image classification
- high classification accuracy
- svm classifier
- data structure
- training data
- principal component analysis
- feature extraction
- control system
- decision trees
- pairwise
- training set
- pattern classification
- pedestrian detection
- generalization ability
- pattern recognition