Wood Quality Classification Based on Texture and Fiber Pattern Recognition using HOG Feature and SVM Classifier.
Zayyana NurthohariMuhammad Ary MurtiCasi SetianingsihPublished in: IoTaIS (2019)
Keyphrases
- svm classifier
- feature vectors
- support vector machine
- support vector machine svm
- svm classification
- image classification
- support vector
- feature subset
- final classification
- feature extraction
- texture features
- pattern recognition
- fold cross validation
- training set
- hyperplane
- kernel function
- feature set
- image features
- classification accuracy
- classification method
- feature space
- standard svm
- decision trees
- informative features
- binary classifiers
- adaboost classifier
- neural network
- classification algorithm
- support vectors
- principle component analysis
- training data
- data sets
- classification rate
- cross validation
- gray level
- textural features
- decision function
- knn
- feature selection
- train a support vector machine