Machine learning ensemble with image processing for pest identification and classification in field crops.
Thenmozhi KasinathanSrinivasulu Reddy UyyalaPublished in: Neural Comput. Appl. (2021)
Keyphrases
- machine learning
- pattern recognition
- image processing
- decision trees
- feature selection
- text classification
- machine learning algorithms
- supervised learning
- training set
- feature extraction
- support vector machine
- machine learning methods
- final classification
- supervised machine learning
- supervised classification
- automatic classification
- unsupervised learning
- classification accuracy
- image classification
- multiple classifier systems
- machine learning approaches
- decision tree classifiers
- image enhancement
- learning algorithm
- computer vision
- random forest
- cross validation
- image analysis
- classification systems
- machine vision
- random forests
- ensemble methods
- classifier ensemble
- classifier combination
- feature vectors
- multiscale
- generalization ability
- base classifiers
- edge detection
- information extraction
- classification method
- classification algorithm
- svm classifier
- class labels
- neural network
- text categorization
- feature set