Identifying Apple Surface Defects Based on Gabor Features and SVM Using Machine Vision.
Wenqian HuangChi ZhangBaihai ZhangPublished in: CCTA (3) (2011)
Keyphrases
- machine vision
- surface defects
- gabor features
- surface inspection
- support vector machine svm
- gabor filters
- support vector
- face recognition
- quality control
- automated visual inspection
- image processing
- adaboost algorithm
- vision system
- linear discriminant analysis
- support vector machine
- character recognition
- selected features
- facial expression recognition
- texture information
- feature vectors
- feature selection
- knn
- multi class
- svm classifier
- training process
- feature extraction
- training data
- computer vision
- texture features
- recognition rate
- training set
- facial images
- object detection
- high resolution
- principal component analysis