Detection of crack eggs by image processing and soft-margin support vector machine.
Lanlan WuQiaohua WangDengfei JieShucai WangZhihui ZhuLirong XiongPublished in: J. Comput. Methods Sci. Eng. (2018)
Keyphrases
- soft margin
- support vector machine
- image processing
- support vector
- parameter selection
- generalization ability
- svm classifier
- boosting algorithms
- support vector machine svm
- machine learning
- generalization error
- multi class
- pattern recognition
- object detection
- linear classifiers
- model selection
- cross validation
- hyperplane
- binary classification
- training data
- data sets
- class conditional
- perceptron algorithm
- computer vision
- support vectors
- knn
- kernel function
- k nearest neighbor