A hierarchical k-means clustering based fingerprint quality classification.
Muhammad Umer MunirMuhammad Younus JavedShoab Ahmad KhanPublished in: Neurocomputing (2012)
Keyphrases
- k means
- high quality
- classification accuracy
- hierarchical clustering
- feature extraction
- fingerprint classification
- image classification
- pattern recognition
- hierarchical classification
- classification scheme
- hierarchical structure
- classification method
- automatic classification
- feature selection
- supervised classification
- support vector
- decision trees
- feature vectors
- classification algorithm
- unsupervised clustering
- low quality
- classification models
- machine learning
- fingerprint image quality
- cost sensitive
- pattern classification
- support vector machine svm
- model selection
- text classification
- feature set
- active learning
- high dimensional
- preprocessing
- similarity measure
- clustering algorithm