Segmentation and Classification of UAV-based Orthophoto of Watermelon Field Using Support Vector Machine Technique.
Zixun LinNova D. DoyogShin-Fu HuangChinsu LinPublished in: IGARSS (2021)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- classification method
- classification algorithm
- feature vectors
- machine learning
- decision boundary
- pattern recognition
- training set
- decision trees
- feature selection
- image classification
- segmentation algorithm
- text classification
- multi class
- pattern classification
- svm classification
- image segmentation
- multiscale
- features extraction
- lung nodules
- feature extraction and classification
- high classification accuracy
- feature space
- small sample
- multi class svm
- structured output
- decision forest
- pixel classification
- data sets
- hyperplane
- shape prior
- level set
- feature extraction
- classification models
- generalization ability
- kernel function
- feature set
- supervised learning
- similarity measure
- k nearest neighbor
- soft margin
- classification accuracy
- image analysis
- segmentation method