Motion estimation of the endoscopy capsule using region-based Kernel SVM classifier.
Guanqun BaoKaveh PahlavanPublished in: EIT (2013)
Keyphrases
- svm classifier
- motion estimation
- kernel function
- support vector
- support vector machine
- decision function
- support vector machine svm
- kernel methods
- string kernels
- svm classification
- rbf kernel
- linear classifiers
- principle component analysis
- support vectors
- feature space
- hyperplane
- motion vectors
- optical flow
- image classification
- image sequences
- feature vectors
- endoscopic images
- informative features
- kernel matrix
- input space
- selected features
- radial basis function kernel
- video sequences
- image segmentation
- reduced set
- positive definite
- standard svm
- training set
- data mining
- image processing
- reproducing kernel hilbert space
- support vector regression
- classification accuracy
- semi supervised
- computational complexity
- k nearest neighbor
- kernel pca
- support vector machine classifier
- neural network
- machine learning
- train a support vector machine
- data sets
- feature extraction
- logistic regression
- fold cross validation
- pattern recognition
- object recognition
- radial basis function
- classification method