Browsing by Author "Nemmour, Hassiba"

Filter results by typing the first few letters
Now showing 1 - 2 of 2
  • Thumbnail Image
    Item
    Feature Fusion for Kinship Verification based on Face Image Analysis
    (University of Eloued جامعة الوادي, 2022-01-24) Zekrini, Fatima; Nemmour, Hassiba; Chibani, Youcef
    This paper proposes the fusion of two new features for improving kinship verification based on face image analysis. Combined features are the Gradient Local Binary Patterns (GLBP), which associates gradient and textural information. The second descriptor is the Histogram Of Templates (HOT), which is a shape descriptor. These features are utilized with the support vector machines classifier to develop the kinship verification. Experiments are carried out on Cornell and Kinface W-II datasets. Results obtained highlight the effectiveness of the proposed system which provide competitive and sometimes better performance than the state of the art.
  • No Thumbnail Available
    Item
    Local Directional Strength Pattern for effective Offline Handwritten Signature Verification
    (University of Eloued جامعة الوادي, 2022-01-24) Arab, Naouel; Nemmour, Hassiba; Chibani, Yousef
    Offline handwritten signature verification is one the oldest and widespread biometric identification tools. In various daily life applications, the handwritten signature is used for documents approval and identity verification. Systems that automatically achieve this task are mainly composed of feature generation and verification modules. The more features are robust the best the verification score is. Presently, we introduce the use of the Local Directional Strength Patterns (LDSP) for handwritten signature characterization. This descriptor is associated with SVM classifier to perform the signature verification. Experiments conducted on two public datasets reveal the effectiveness of the proposed descriptor which outperforms several state-of-the-art techniques.