Browsing by Author "Rida I."

Now showing items 1-7 of 7

    • A comprehensive overview of feature representation for biometric recognition 

      Rida I.; Al-Maadeed N.; Al-Maadeed, Somaya; Bakshi S. ( Springer , 2020 , Article)
      The performance of any biometric recognition system heavily dependents on finding a good and suitable feature representation space where observations from different classes are well separated. Unfortunately, finding this ...

    • A Novel Efficient Classwise Sparse and Collaborative Representation for Holistic Palmprint Recognition 

      Rida I.; Al Maadeed N.; Al Maadeed S. ( 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 ...

    • An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification 

      Rida I.; Maadeed S.A.; Jiang X.; Lunke F.; Bensrhair A. ( 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 ...

    • Improved gait recognition based on gait energy images 

      Rida I.; Al-Maadeed, Somaya.; Bouridane A. ( 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 ...

    • Off-line Persian Signature Verification using Wavelet-based Fractal Dimension and One-class Gaussian Process 

      Shariatmadari S.; Al-Maadeed S.; Akbari Y.; Rida I.; Emadi S. ( 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 

      Maadeed S.A.; Jiang X.; Rida I.; Bouridane A. ( 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 

      Rida I.; Al-Maadeed, Somaya; Bouridane A. ( 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 ...