Effective flame detection and classification using deep feature of QuickDenseNet and Ensemble Score Voted SVM.
S. SruthiB. AnuradhaPublished in: J. Intell. Fuzzy Syst. (2024)
Keyphrases
- support vector machine svm
- feature vectors
- svm classification
- support vector
- support vector machine
- training set
- classification method
- feature selection
- feature ranking
- classification algorithm
- unbalanced data
- svm classifier
- classification accuracy
- training data
- final classification
- improves the classification accuracy
- multi class
- generalization ability
- multi class classification
- input features
- regression problems
- machine learning
- imbalanced data
- accurate classifiers
- pattern recognition
- image classification
- high classification accuracy
- ensemble classifier
- decision trees
- ensemble learning
- discriminative classifiers
- neural network
- fuzzy support vector machine
- feature extraction
- feature space
- object detection
- feature set
- binary classification
- class labels
- benchmark datasets
- learning algorithm
- text classification
- single feature
- multiple classifier systems
- cross validation
- selection criterion
- feature subset
- feature maps
- cost sensitive
- decision boundary
- weak classifiers
- classifier ensemble
- kernel function
- multiple classifiers
- fold cross validation
- training samples
- multi class svm
- classification models