Improvement CNN Performance by Edge Detection Preprocessing for Vehicle Classification Problem.
Bariqi AbdillahGrafika JatiWisnu JatmikoPublished in: MHS (2018)
Keyphrases
- preprocessing
- edge detection
- classification accuracy
- feature extraction
- pattern recognition
- classification systems
- machine learning
- classification models
- multiscale
- preprocessing phase
- pedestrian detection
- post processing
- classification scheme
- classification process
- significant improvement
- training set
- noisy images
- machine learning methods
- convolutional neural network
- image enhancement
- automatic classification
- preprocessing stage
- preprocessing steps
- data sets
- classification method
- classification algorithm
- svm classifier
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- model selection
- image classification
- input image
- support vector machine
- feature space
- decision trees
- learning algorithm