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A Novel Efficient Classwise Sparse and Collaborative Representation for Holistic Palmprint Recognition
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Palmprint recognition is an important and widely used modality in biometric systems. It has a high reliability, stability and user acceptability. Although the discriminative ability of the existing state-of-the-art holistic ...
Off-line Persian Signature Verification using Wavelet-based Fractal Dimension and One-class Gaussian Process
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
This paper presents a novel individual verification approach through off-line handwriting signatures. In our proposed technique, images are decomposed into an series of wavelet sub-bands at some specific levels. In order ...
Palmprint identification using sparse and dense hybrid representation
(
Springer New York LLC
, 2019 , Article)
Among various palmprint identification methods proposed in the literature, Sparse Representation for Classification (SRC) is very attractive, offering high accuracy. Although SRC has good discriminative ability, its ...
Unsupervised feature selection method for improved human gait recognition
(
Institute of Electrical and Electronics Engineers Inc.
, 2015 , Conference Paper)
Gait recognition is an emerging biometric technology which aims to identify people purely through the analysis of the way they walk. The technology has attracted interest as a method of identification because it is ...
Improved gait recognition based on gait energy images
(
Institute of Electrical and Electronics Engineers Inc.
, 2014 , Conference Paper)
The performance of gait recognition systems are usually affected by clothing, carrying conditions, and other intraclass variations which are also referred to as covariates. This paper proposes a supervised feature selection ...
An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Palmprint recognition is an important and widely used biometric modality with high reliability, stability and user acceptability. In this paper we propose a simple and effective ensemble learning method for palmprint ...