The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters - In memory of Professor E.S. Gelsema
Palmprint recognition using eigenpalms features
Pattern Recognition Letters
Online Palmprint Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Competitive Coding Scheme for Palmprint Verification
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Ordinal Palmprint Represention for Personal Identification
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Hierarchical Identification of Palmprint using Line-based Hough Transform
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Palmprint verification based on robust line orientation code
Pattern Recognition
A survey of palmprint recognition
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Palmprint recognition based on translation invariant Zernike moments and modular neural network
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation
IEEE Transactions on Information Forensics and Security - Part 2
Characterization of palmprints by wavelet signatures via directional context modeling
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Modeling and Analysis of Local Comprehensive Minutia Relation for Fingerprint Matching
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Design of steerable filters for feature detection using canny-like criteria
IEEE Transactions on Pattern Analysis and Machine Intelligence
A model-based method for the computation of fingerprints' orientation field
IEEE Transactions on Image Processing
A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure
IEEE Transactions on Image Processing
Consistency analysis on orientation features for fast and accurate palmprint identification
Information Sciences: an International Journal
Hi-index | 0.01 |
Orientation feature has been demonstrated to be one of the most effective features for low resolution palmprint recognition. In this paper, using steerable filter, we investigate the accurate orientation extraction and appropriate distance measure problems for effective palmprint recognition. First, we use high order steerable filter to extract accurate continuous orientation, and quantify it into discrete representation. Then, for effective matching of accurate orientations, we propose a generalized orientation distance measure. We further extend the distance measure for matching of discrete orientations, and show that several existing distance measures can be viewed as its special cases. Experimental results on both Hong Kong PolyU and CASIA palmprint databases show that the proposed method can obtain state-of-the-art verification accuracy. With the support of a look up table, the proposed method also enables small template size and satisfactory matching speed for practical applications.