Automatically weighted binary multi-view clustering via deep initialization (AW-BMVC)

Autor: Khamis Houfar, Djamel Samai, Fadi Dornaika, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed

Publikováno v: Pattern Recognition
Pattern Recognition, 2023, 137, pp.109281. ⟨10.1016/j.patcog.2022.109281⟩

International audience; Clustering is inherently a process of exploratory data analysis. It has attracted more attention recently because much real-world data consists of multiple representations or views. However, it becomes increasingly problematic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a562341a71ae118100a2157d7b574a00
https://doi.org/10.1016/j.patcog.2022.109281

Towards Effective 2D and 3D Palmprint Recognition Using Transfer Learning Deep Features and RelifF method

Autor: Maarouf Korichi, Azeddine Benlamoudi, Abdallah Meraoumia, Djamel Samai

Publikováno v: 2021 International Conference on Recent Advances in Mathematics and Informatics (ICRAMI).

Recently, 3D palmprint recognition systems have started to gain the attention of researchers compared to their 2D counterpart. The key task in the design of a biometric identification system is the choice of the method of extracting discriminating in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::504e54c7acf17af9eb1ccfecceff16b2
https://doi.org/10.1109/icrami52622.2021.9585911

Finger-Knuckle-Print Recognition Using Deep Convolutional Neural Network

Autor: Fadi Dornaika, Khaled Bensid, Azeddine Benlamoudi, Abdallah Meraoumia, Djamel Samai, Selma Trabelsi, Abdelmalik Taleb-Ahmed

Publikováno v: 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP 2020 )
1st International Conference on Communications, Control Systems and Signal Processing (CCSSP 2020 ), May 2020, EL OUED, Algeria. pp.163-168, ⟨10.1109/CCSSP49278.2020.9151531⟩

ISBN 978-1-7281-5836-5 ; e-ISBN 978-1-7281-5835-8; International audience; Biometric technology has become essential in our daily life. In such a biometric system, personal identification is based on behavioral or biological characteristics. Recently

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b5702942fcd5f4fd628621162ae30c1a
https://doi.org/10.1109/ccssp49278.2020.9151531

Deep learning features for robust facial kinship verification

Autor: Djamel Samai, Abdelmalik Taleb-Ahmed, Amina Tidjani, Aiadi Kamal Eddine

Publikováno v: IET Image Processing
IET Image Processing, Institution of Engineering and Technology, 2018, 12 (12), pp.2336-2345. ⟨10.1049/iet-ipr.2018.5552⟩

IF=2.004; International audience; Facial automatic kinship verification is a novel challenging research problem in computer vision. It performs the automatic examining of the facial attributes and expecting whether two persons have a biological kin r

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::10fb7b5c04789e910c3f07c4aa6743cb
https://hal-uphf.archives-ouvertes.fr/hal-03428182

2D and 3D Palmprint Recognition using Deep Learning Method

Autor: Khaled Bensid, Mouldi Bedda, Djamel Samai, Abdelmalik Taleb-Ahmed, Abdallah Meraoumia

Publikováno v: PAIS
2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS)
2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), Oct 2018, Tebessa, Algeria. pp.1-6, ⟨10.1109/PAIS.2018.8598522⟩

International audience; In the last years, several researchers have interested in two-dimensional (2D) palmprint recognition. In order to enhance the security of biometric systems, recently, some works proposed to use three-dimensional (3D) palmprint

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::71d2bf18f0aacb972f28b315d3cd1dc7
https://doi.org/10.1109/pais.2018.8598522