A Hybrid Method of Feature Extraction for Signatures Verification Using CNN and HOG a Multi-Classification Approach.
Fadi Mohammad AlsuhimatFatma Susilawati MohamadPublished in: IEEE Access (2023)
Keyphrases
- hybrid method
- feature extraction
- feature set
- pattern classification
- feature vectors
- pattern recognition
- preprocessing
- support vector machine
- feature selection
- image classification
- feature space
- support vector machine svm
- signature verification
- classification accuracy
- decision trees
- hybrid algorithm
- extracted features
- training set
- feature extraction and classification
- convolutional neural network
- dimension reduction
- frequency domain
- metaheuristic
- clustering algorithm
- machine learning
- object detection
- model checking
- face detection
- image processing
- text classification
- texture classification
- multi class
- evolutionary methods
- face recognition