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- research-articleJanuary 2020
Two-phase palmprint identification
International Journal of Biometrics (IJOB), Volume 12, Issue 4Pages 446–467https://doi.org/10.1504/ijbm.2020.110823In this paper, a two-phase palmprint recognition approach is proposed based on statistical features and wide principal line image features through dynamic region of interest (ROI). The ROI is segmented into overlapping segments by six schemes, and the ...
- research-articleAugust 2012
GridLDA of Gabor wavelet features for palmprint identification
SoICT '12: Proceedings of the 3rd Symposium on Information and Communication TechnologyPages 125–134https://doi.org/10.1145/2350716.2350736In this paper, we propose a novel palmprint recognition algorithm based on using GridLDA for Gabor wavelet features. Our proposed method includes two main steps for palmprint feature extraction: (1) Local invariant features are extracted by computing the ...
- research-articleAugust 2012
Palmprint identification based on wide principal lines
ICACCI '12: Proceedings of the International Conference on Advances in Computing, Communications and InformaticsPages 918–924https://doi.org/10.1145/2345396.2345544In this paper, a novel palmprint identification and verification algorithm is proposed based on wide principal lines. A set of wide principal line extractors are devised. Later these wide principal line extractors are used to extract the wide principal ...
- ArticleJune 2012
Dynamic ROI extraction algorithm for palmprints
ICSI'12: Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part IIPages 217–227https://doi.org/10.1007/978-3-642-31020-1_26Region of Interest (ROI) extraction is an important task for palmprint identification. Earlier reported works used fixed size ROI for the recognition of palmprints. When the fixed size ROI is used the palm area taken up for recognition is less compared ...
- ArticleSeptember 2010
Palmprint identification using PCA algorithm and hierarchical neural network
Palmprint-based personal identification, as a new member in the biometrics family, has become an active research topic in recent years. The rich texture information of palmprint offers one of the powerful means in the field of personal recognition. In ...
- ArticleNovember 2009
Directional energy based palmprint identification using non subsampled contourlet transform
Palmprint based personal verification has gained preference over other biometric modalities due to its ease of acquisition, high user acceptance and reliability. This paper presents a novel palmprint based identification approach which uses the textural ...
- ArticleSeptember 2009
Feature Sharing Applied to Palmprint Identification
ICIG '09: Proceedings of the 2009 Fifth International Conference on Image and GraphicsPages 282–287https://doi.org/10.1109/ICIG.2009.79Palmprint identification is the means of recognizing an individual from the database using his or her palmprint features. This paper presents a palmprint recognition method by finding common features that can be shared across the classes (different ...