FVC2002: Second Fingerprint Verification Competition
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Fingerprint Matching Using an Orientation-Based Minutia Descriptor
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint Matching Based on Global Comprehensive Similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint matching from minutiae texture maps
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining minutiae descriptors for fingerprint matching
Pattern Recognition
Local binary patterns for a hybrid fingerprint matcher
Pattern Recognition
Handbook of Fingerprint Recognition
Handbook of Fingerprint Recognition
Descriptors for image-based fingerprint matchers
Expert Systems with Applications: An International Journal
Fingerprint verification using spectral minutiae representations
IEEE Transactions on Information Forensics and Security
A hybrid biometric cryptosystem for securing fingerprint minutiae templates
Pattern Recognition Letters
New shielding functions to enhance privacy and prevent misuse of biometric templates
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Minutiae and modified Biocode fusion for fingerprint-based key generation
Journal of Network and Computer Applications
Entropy Analysis and New Constructions of Biometric Key Generation Systems
IEEE Transactions on Information Theory
Filterbank-based fingerprint matching
IEEE Transactions on Image Processing
A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure
IEEE Transactions on Image Processing
Robust extraction of secret bits from minutiae
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Editorial: High performance biometrics recognition algorithms and systems
Future Generation Computer Systems
Journal of Intelligent Manufacturing
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Minutia based features are the most widely used features in fingerprint recognition. However, the minutiae based fingerprint matching algorithms have some drawbacks that limit their applications in template protection. Because the minutia sets are unordered, it is difficult to determine the correspondence between two minutia sets and cannot be used in some known template protection schemes directly (e.g., fuzzy commitment, wrap around). In this paper, we propose a new fixed-length feature representation: random local region descriptor (RLRD) feature. The RLRD feature is extracted by randomly and uniformly selecting a set of points, where the order of points is determined by a random seed. For each point, a real fixed-length feature vector is extracted based on Tico's sampling structure. The real RLRD feature vector can be further transformed into a bit vector for secure sketches working in the Hamming space. The experimental results on FVC2002 DB1 and DB2 show the advantages of the RLRD feature over some other fixed-length fingerprint feature vectors in terms of equal error rate (EER), genuine accept rate (GAR) and false accept rate (FAR).