Minutiae-Guided Fingerprint Embeddings via Vision Transformers.
Steven A. GroszJoshua J. EngelsmaRajeev RanjanNaveen RamakrishnanManoj AggarwalGerard MedioniAnil K. JainPublished in: CoRR (2022)
Keyphrases
- fingerprint recognition
- fingerprint matching
- fingerprint verification
- fingerprint images
- fingerprint authentication
- minutiae extraction
- orientation field
- fingerprint identification
- singular points
- image enhancement
- personal identification
- matching algorithm
- fingerprint classification
- computer vision
- real time
- vision system
- poor quality
- smart card
- low dimensional
- reference points
- vector space
- dimensionality reduction
- low quality
- image processing
- reference point
- extracting features
- random number generator
- similarity measure
- high dimensional
- input image
- euclidean space
- gabor filters
- endpoints