Fingerprint pattern classification
Pattern Recognition
Fundamentals of digital image processing
Fundamentals of digital image processing
Neural Networks
Detection of singular points in fingerprint images
Pattern Recognition
On the use of level curves in image analysis
CVGIP: Image Understanding
Topological clustering of maps using a genetic algorithm
Pattern Recognition Letters
Dynamic Clustering of Maps in Autonomous Agents
IEEE Transactions on Pattern Analysis and Machine Intelligence
Continuous versus exclusive classification for fingerprint retrieval
Pattern Recognition Letters
A Structural Approach to Fingerprint Classification
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume III-Volume 7276 - Volume 7276
A Combination Fingerprint Classifier
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Directional Morphological Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Complex Filters Applied to Fingerprint Images Detecting Prominent Symmetry Points Used for Alignment
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
A Triplet Based Approach for Indexing of Fingerprint Database for Identification
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Fingerprint Classification with Combinations of Support Vector Machines
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Fingerprint Classification by Combination of Flat and Structural Approaches
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Combining Fingerprint Classifiers
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Fingerprint Indexing Based on Novel Features of Minutiae Triplets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint classification based on extraction and analysis of singularities and pseudoridges
VIP '01 Proceedings of the Pan-Sydney area workshop on Visual information processing - Volume 11
A robust two step approach for fingerprint identification
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Localization of corresponding points in fingerprints by complex filtering
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
A two-stage fingerprint classification system
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Fast Robust Fingerprint Feature Extraction and Classification
Journal of Intelligent and Robotic Systems
Continuous fingerprints classification by symmetrical filters
ASIACCS '06 Proceedings of the 2006 ACM Symposium on Information, computer and communications security
A novel approach for fingerprint classification system based on new feature area search
Machine Graphics & Vision International Journal
Constrained nonlinear models of fingerprint orientations with prediction
Pattern Recognition
Extracting image orientation feature by using integration operator
Pattern Recognition
Efficient fingerprint search based on database clustering
Pattern Recognition
From Template to Image: Reconstructing Fingerprints from Minutiae Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint matching using OrientationCodes and PolyLines
Pattern Recognition
Application of a new type of singular points in fingerprint classification
Pattern Recognition Letters
Coarse fingerprint registration using orientation fields
EURASIP Journal on Applied Signal Processing
Enhanced SEA algorithm and fingerprint classification
International Journal of Computer Applications in Technology
Privacy preserving multi-factor authentication with biometrics
Journal of Computer Security - The Second ACM Workshop on Digital Identity Management - DIM 2006
Fingerprint singular point detection algorithm by Poincaré index
WSEAS TRANSACTIONS on SYSTEMS
Novel Approaches for Exclusive and Continuous Fingerprint Classification
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
A novel fingerprint singular point detection algorithm
CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications
An extended JADE-S based framework for developing secure Multi-Agent Systems
Computer Standards & Interfaces
Fingerprint classification based on Adaboost learning from singularity features
Pattern Recognition
Fingerprint classification using the stochastic approach of ridge direction information
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A fingerprint pattern classification approach based on the coordinate geometry of singularities
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Combining singular point and co-occurrence matrix for fingerprint classification
Proceedings of the Third Annual ACM Bangalore Conference
Learning features for fingerprint classification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Directional structures detection based on morphological line-segment and orientation functions
DGCI'08 Proceedings of the 14th IAPR international conference on Discrete geometry for computer imagery
Multi-purpose code generation using fingerprint images
ISP'07 Proceedings of the 6th WSEAS international conference on Information security and privacy
Fingerprint image enhancement using STFT analysis
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
A novel technique for singular point detection based on Poincaré index
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Effective fingerprint classification by localized models of support vector machines
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
An intelligent sensor for fingerprint recognition
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Evolutionary singularity filter bank optimization for fingerprint image enhancement
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
A feature map consisting of orientation and inter-ridge spacing for fingerprint retrieval
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A graph matching based approach to fingerprint classification using directional variance
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
An experimental comparison of fingerprint classification methods using graphs
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Invariant representation of orientation fields for fingerprint indexing
Pattern Recognition
Clustering-Based descriptors for fingerprint indexing and fast retrieval
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Human identification based on fingerprint local features
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A fingerprint retrieval system based on level-1 and level-2 features
Expert Systems with Applications: An International Journal
Singular points analysis in fingerprints based on topological structure and orientation field
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Fingerprint indexing with bad quality areas
Expert Systems with Applications: An International Journal
Indexing and retrieving in fingerprint databases under structural distortions
Expert Systems with Applications: An International Journal
Dynamic discriminant functions with missing feature values
Pattern Recognition Letters
Fingerprint classification based on decision tree from singular points and orientation field
Expert Systems with Applications: An International Journal
Fusion of finger types for fingerprint indexing using minutiae quadruplets
Pattern Recognition Letters
A hardware solution for real-time intelligent fingerprint acquisition
Journal of Real-Time Image Processing
Fingerprint orientation field reconstruction by weighted discrete cosine transform
Information Sciences: an International Journal
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In this work, we introduce a new approach to automatic fingerprint classification. The directional image is partitioned into "homogeneous" connected regions according to the fingerprint topology, thus giving a synthetic representation which can be exploited as a basis for the classification. A set of dynamic masks, together with an optimization criterion, are used to guide the partitioning. The adaptation of the masks produces a numerical vector representing each fingerprint as a multidimensional point, which can be conceived as a continuous classification. Different search strategies are discussed to efficiently retrieve fingerprints both with continuous and exclusive classification. Experimental results have been given for the most commonly used fingerprint databases and the new method has been compared with other approaches known in the literature: As to fingerprint retrieval based on continuous classification, our method gives the best performance and exhibits a very high robustness.