تصفح حسب المؤلف "Khelifi, F."
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A New Forensic Video Database for Source Smartphone Identification: Description and Analysis
Akbari, Y.; Al-Maadeed, Somaya; Almaadeed, N.; Najeeb, A.A.; Al-ali, A.; Khelifi, F.; Lawgaly, A.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)In recent years, the field of digital imaging has made significant progress, so that today every smartphone has a built-in video camera that allows you to record high-quality video for free and without restrictions. On the ... -
Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization
Peyret R.; Bouridane A.; Khelifi F.; Tahir M.A.; Al-Maadeed S. ( Elsevier B.V. , 2018 , Article)This paper proposes a new multispectral multiscale local binary pattern feature extraction method for automatic classification of colorectal and prostatic tumor biopsies samples. A multilevel stacked generalization ... -
Automatic diagnosis of prostate cancer using multispectral based linear binary pattern bagged codebooks
Peyret R.; Khelifi F.; Bouridane A.; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Cancer is classified by the World Health Organisation as a worldwide problem and its effect is increasing. A timely diagnosis is crucial and an early detection can be vital leading to an effective diagnosis. This paper ... -
Efficient segmentation of sub-words within handwritten arabic words
Khan F.; Bouridane A.; Khelifi F.; Almotaeryi R.; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)Segmentation is considered as a core step for any recognition or classification method and for the text within any document to be effectively recognized it must be segmented accurately. In this paper a text and writer ... -
Off-line writer identification using multi-scale local binary patterns and SR-KDA
Khalifa E.; Al-Maadeed, Somaya; Tahir M.A.; Khelifi F.; Bouridane A. ( IEEE , 2013 , Conference Paper)Writer identification is becoming an increasingly important research topic especially in forensic and biometric applications. This paper presents a novel method for performing offline write identification by using multi-scale ... -
Pose-invariant face recognition with multitask cascade networks
Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya; Khelifi F. ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)In this work, a face recognition method is proposed for face under pose variations using a multitask convolutional neural network (CNN). Furthermore, a pose estimation method followed by a face identification module is ... -
Texture analysis for colorectal tumour biopsies using multispectral imagery
Peyret R.; Bouridane A.; Al-Maadeed, Somaya.; Kunhoth S.; Khelifi F. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)Colorectal cancer is one of the most common cancers in the world. As part of its diagnosis, a histological analysis is often run on biopsy samples. Multispecral imagery taken from cancer tissues can be useful to capture ...