Fingerprint pattern classification
Pattern Recognition
Unsupervised texture segmentation using Gabor filters
Pattern Recognition
A Real-Time Matching System for Large Fingerprint Databases
IEEE Transactions on Pattern Analysis and Machine Intelligence
On-Line Fingerprint Verification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combination of Multiple Classifiers Using Local Accuracy Estimates
IEEE Transactions on Pattern Analysis and Machine Intelligence
High Confidence Visual Recognition of Persons by a Test of Statistical Independence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
A Combination Fingerprint Classifier
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Membership authentication in the dynamic group by face classification using SVM ensemble
Pattern Recognition Letters
Curvature-Based Singular Points Detection
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
Recent Advances in Fingerprint Verification
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Invariant Feature Extraction and Object Shape Matching Using Gabor Filtering
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Combining Fingerprint Classifiers
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
A New Machine Learning Approach to Fingerprint Classification
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Fingerprint Indexing Based on Novel Features of Minutiae Triplets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fingerprint Classification by Directional Fields
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
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
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
A robust two step approach for fingerprint identification
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Biometric identification systems
Signal Processing
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
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
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Fingerprint Matching Based on Global Comprehensive Similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence
A novel approach for fingerprint classification system based on new feature area search
Machine Graphics & Vision International Journal
Extracting image orientation feature by using integration operator
Pattern Recognition
Oriented connectivity-based method for segmenting solar loops
Pattern Recognition
Efficient fingerprint search based on database clustering
Pattern Recognition
Definition and extraction of stable points from fingerprint images
Pattern Recognition
From Template to Image: Reconstructing Fingerprints from Minutiae Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Application of a new type of singular points in fingerprint classification
Pattern Recognition Letters
Combining minutiae descriptors for fingerprint matching
Pattern Recognition
Enhanced SEA algorithm and fingerprint classification
International Journal of Computer Applications in Technology
FPGA Implementation of Parallel Alpha-Beta Associative Memories
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Wavelet-based fingerprint image retrieval
Journal of Computational and Applied Mathematics
Efficient Fingercode Classification
IEICE - Transactions on Information and Systems
A gradient-based combined method for the computation of fingerprints' orientation field
Image and Vision Computing
An extended JADE-S based framework for developing secure Multi-Agent Systems
Computer Standards & Interfaces
Reconstructing orientation field from fingerprint minutiae to improve minutiae-matching accuracy
IEEE Transactions on Image Processing
Fingerprint classification based on Adaboost learning from singularity features
Pattern Recognition
Chaos and NDFT-based spread spectrum concealing of fingerprint-biometric data into audio signals
Digital Signal Processing
Learning an Efficient Texture Model by Supervised Nonlinear Dimensionality Reduction Methods
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Fingerprint classification method based on least square support vector machine and detailed image
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
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
Simultaneous latent fingerprint recognition: a preliminary study
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Combining singular point and co-occurrence matrix for fingerprint classification
Proceedings of the Third Annual ACM Bangalore Conference
ICCS'03 Proceedings of the 2003 international conference on Computational science
Dynamically subsumed-OVA SVMs for fingerprint classification
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Fusion of statistical and structural fingerprint classifiers
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Learning features for fingerprint classification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Experimental results on fusion of multiple fingerprint matchers
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Spectral eigenfeatures for effective DP matching in fingerprint recognition
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Ensemble approaches of support vector machines for multiclass classification
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Using genetic algorithms for fingerprint core point detection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Privacy-preserving fingercode authentication
Proceedings of the 12th ACM workshop on Multimedia and security
Fingerprint classification based on curvature sampling and RBF neural networks
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Latent fingerprint rarity analysis in Madrid bombing case
IWCF'10 Proceedings of the 4th international conference on Computational forensics
Fingerprint directional image enhancement
IWCF'10 Proceedings of the 4th international conference on Computational forensics
Simultaneous latent fingerprint recognition
Applied Soft Computing
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Fingerprint classification by SPCNN and combined LVQ networks
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Fingerprint image enhancement using STFT analysis
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
A new approach to fake finger detection based on skin distortion
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Effective fingerprint classification by localized models of support vector machines
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel hybrid crypto-biometric authentication scheme for ATM based banking applications
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A variational formulation for fingerprint orientation modeling
Pattern Recognition
An intelligent sensor for fingerprint recognition
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Evolutionary singularity filter bank optimization for fingerprint image enhancement
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Feature-level fusion of fingerprint and finger-vein for personal identification
Pattern Recognition Letters
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
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A biometric encryption approach incorporating fingerprint indexing in key generation
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
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
Cascading a couple of registration methods for a high accurate fingerprint verification system
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
A fingerprint retrieval system based on level-1 and level-2 features
Expert Systems with Applications: An International Journal
Minutia handedness: A novel global feature for minutiae-based fingerprint matching
Pattern Recognition Letters
A Filter Bank Based Approach for Rotation Invariant Fingerprint Recognition
Journal of Signal Processing Systems
The study of different similarity measure techniques in recognition of handwritten characters
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A systematic gradient-based method for the computation of fingerprint's orientation field
Computers and Electrical Engineering
Singular points analysis in fingerprints based on topological structure and orientation field
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Robust hiding of fingerprint-biometric data into audio signals
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
A multi-modal face and signature biometric authentication system using a max-of-scores based fusion
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Fingerprint classification by a hierarchical classifier
Pattern Recognition
Hi-index | 0.15 |
Fingerprint classification provides an important indexing mechanism in a fingerprint database. An accurate and consistent classification can greatly reduce fingerprint matching time for a large database. We present a fingerprint classification algorithm which is able to achieve an accuracy better than previously reported in the literature. We classify fingerprints into five categories: whorl, right loop, left loop, arch, and tented arch. The algorithm uses a novel representation (FingerCode) and is based on a two-stage classifier to make a classification. It has been tested on 4,000 images in the NIST-4 database. For the five-class problem, a classification accuracy of 90 percent is achieved (with a 1.8 percent rejection during the feature extraction phase). For the four-class problem (arch and tented arch combined into one class), we are able to achieve a classification accuracy of 94.8 percent (with 1.8 percent rejection). By incorporating a reject option at the classifier, the classification accuracy can be increased to 96 percent for the five-class classification task, and to 97.8 percent for the four-class classification task after a total of 32.5 percent of the images are rejected.