Výsledky vyhledávání - "Mohamed Benaouali"

Akademický článek

A Study on CNN-Based and Handcrafted Extraction Methods with Machine Learning for Automated Classification of Breast Tumors from Ultrasound Images

Autor: Mohamed Benaouali, Mohamed Bentoumi, Mansour Abed, Malika Mimi, Abdelmalik Taleb-Ahmed

Publikováno v: ELCVIA Electronic Letters on Computer Vision and Image Analysis, Vol 23, Iss 2 (2024)

In this paper, we present an efficient procedure for automatically classifying ultrasound images of benign and malignant breast tumors. We evaluated our approach using four openly available datasets and investigated two categories of feature extracti

Externí odkaz: https://doaj.org/article/1c75cf6bcd0b4b0dabc73439855339fd

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Improvement of emotion recognition from facial images using deep learning and early stopping cross validation

Autor: Mohamed Bentoumi, Mohamed Daoud, Mohamed Benaouali, Abdelmalik Taleb Ahmed

Publikováno v: Multimedia Tools and Applications
Multimedia Tools and Applications, 2022, 81, pp.29887-29917. ⟨10.1007/s11042-022-12058-0⟩

International audience; Inthis paper, we present a new approach for emotion recognition from facial images. The proposed method is based on the association of a pretrained convolutional neural network (CNN) model (VGG16, ResNet50) with a multilayer p

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::06a4a203062eb53c201ce7909a4c52e9
https://doi.org/10.1007/s11042-022-12058-0

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