Firearm Classification Based on Numerical Features of the Firing Pin Impression.
Choong-Yeun LiongNor Azura Md GhaniSaadi Bin Ahmad KamaruddinAbdul Aziz JemainPublished in: INNS-WC (2012)
Keyphrases
- feature vectors
- classification accuracy
- feature space
- feature set
- feature extraction
- classification process
- classification method
- extracted features
- svm classifier
- classification models
- pattern recognition
- machine learning
- support vector machine svm
- text classification
- class labels
- extracting features
- feature values
- feature representation
- feature selection algorithms
- image features
- benchmark datasets
- correct classification rate
- feature selection
- multiple classifiers
- gender classification
- feature construction
- feature analysis
- feature reduction
- automatic classification
- feature weights
- classification rate
- machine learning approaches
- textural features
- machine learning methods
- discriminative features
- preprocessing
- artificial neural networks
- image classification
- co occurrence
- neural network
- category labels
- feature extraction and classification
- svm classification
- ensemble classifier
- feature subset
- high dimensionality
- low level
- training set
- decision trees