Classifying Cover Crop Residue from RGB Images: A Simple SVM versus a SVM Ensemble.
Parth C. UpadhyayLokesh KaranamJohn A. LoryGuilherme N. DeSouzaPublished in: SSCI (2021)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- feature selection
- knn
- image database
- training set
- image data
- input image
- image retrieval
- three dimensional
- svm classifier
- image registration
- classification algorithm
- training data
- image classification
- test images
- decision forest
- image analysis
- image features
- rigid body
- support vectors
- kernel function
- multi class
- machine learning
- imbalanced data
- generalization ability
- object recognition
- feature vectors
- feature points
- ls svm
- color images
- multi class classification
- edge detection
- hyperplane
- multiple classifiers
- neural network