Hybrid fuzzy support vector machine approach for Coconut tree classification using image measurement.
Sakthiprasad Kuttankulangara ManoharanRajesh Kannan MegalingamAvinash Hegde KotaVijaya Krishna Tejaswi P.Sankardas Kariparambil SudheeshPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- support vector machine
- image classification
- image data
- support vector
- support vector machine svm
- image feature extraction
- input image
- image retrieval
- svm classifier
- single image
- image features
- feature selection
- region of interest
- multi class
- classification algorithm
- edge detection
- image representation
- text classification
- image content
- decision forest
- pattern classification
- feature vectors
- class specific
- feature space
- svm classification
- maximally stable extremal regions
- high classification accuracy
- textural features
- decision boundary
- feature values
- learning algorithm
- decision trees
- medical images
- multiscale
- image analysis
- machine learning
- training samples
- preprocessing stage
- image segmentation
- pattern recognition
- training set
- aerial images
- generalization ability
- high resolution
- supervised learning
- classification method
- pixel values
- hyperspectral images
- classification accuracy
- feature extraction
- segmentation method
- confidence scores
- k nearest neighbor
- visual features
- hierarchical data structure
- segmentation algorithm