Multi-task learning using GNet features and SVM classifier for signature identification.
Anamika JainSatish Kumar SinghKrishna Pratap SinghPublished in: IET Biom. (2021)
Keyphrases
- svm classifier
- multi task learning
- support vector machine
- feature vectors
- support vector machine svm
- multi task
- support vector
- image classification
- informative features
- svm classification
- kernel function
- multiple tasks
- training set
- theoretical analysis
- feature extraction
- learning tasks
- feature subset
- image features
- classification accuracy
- high order
- machine learning
- train a support vector machine
- multiple kernel learning
- multitask learning
- gaussian processes
- inductive learning
- transfer learning
- multi class
- pattern recognition
- decision trees
- image processing
- computer vision