An enhanced feature set for pattern recognition based contrast enhancement of contact-less captured latent fingerprints in digitized crime scene forensics.
Mario HildebrandtStefan KiltzJana DittmannClaus VielhauerPublished in: Media Watermarking, Security, and Forensics (2014)
Keyphrases
- feature set
- contrast enhancement
- pattern recognition
- crime scene
- law enforcement
- feature extraction
- image enhancement
- histogram equalization
- feature selection
- image processing
- gray level
- multiscale
- dynamic range compression
- color images
- image analysis
- classification accuracy
- feature space
- visual quality
- low contrast
- feature vectors
- poor quality
- curvelet transform
- feature extraction and selection
- texture features
- machine learning
- transfer function
- fingerprint images
- neural network
- set of real images
- adaptive histogram equalization
- feature subset
- information management
- dimensionality reduction
- high quality
- computer vision
- support vector machine svm
- enhanced image
- color restoration
- data sets
- information sharing
- social network analysis
- multiresolution
- training data