Search Results for author: Abdelmalik Taleb-Ahmed

Found 10 papers, 1 papers with code

Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

no code implementations3 Apr 2024 Mamadou Keita, Wassim Hamidouche, Hassen Bougueffa, Abdenour Hadid, Abdelmalik Taleb-Ahmed

This study contributes to the advancement of synthetic image detection by exploiting the capabilities of visual language models such as BLIP-2 and ViTGPT2.

Image Captioning Synthetic Image Detection

Bi-LORA: A Vision-Language Approach for Synthetic Image Detection

no code implementations2 Apr 2024 Mamadou Keita, Wassim Hamidouche, Hessen Bougueffa Eutamene, Abdenour Hadid, Abdelmalik Taleb-Ahmed

Advancements in deep image synthesis techniques, such as generative adversarial networks (GANs) and diffusion models (DMs), have ushered in an era of generating highly realistic images.

Binary Classification Image Captioning +2

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans

no code implementations17 Mar 2024 Fares Bougourzi, Feryal Windal Moula, Halim Benhabiles, Fadi Dornaika, Abdelmalik Taleb-Ahmed

Since the emergence of Covid-19 in late 2019, medical image analysis using artificial intelligence (AI) has emerged as a crucial research area, particularly with the utility of CT-scan imaging for disease diagnosis.

Domain Adaptation Segmentation

Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging

no code implementations12 Dec 2023 Issam Serraoui, Eric Granger, Abdenour Hadid, Abdelmalik Taleb-Ahmed

These representations are optimized for two tasks: estimating pain intensity and differentiating between genuine and simulated pain expressions.

Deep Learning Techniques for Hyperspectral Image Analysis in Agriculture: A Review

no code implementations26 Apr 2023 Mohamed Fadhlallah Guerri, Cosimo Distante, Paolo Spagnolo, Fares Bougourzi, Abdelmalik Taleb-Ahmed

In the recent years, hyperspectral imaging (HSI) has gained considerably popularity among computer vision researchers for its potential in solving remote sensing problems, especially in agriculture field.

Hyperspectral image analysis Position

Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan

no code implementations29 Jun 2022 Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed

On the other hand, we proposed an ensemble of Convolutional Layers with Inception models for Covid-19 severity detection.

Facial age estimation using BSIF and LBP

no code implementations8 Jan 2016 Salah Eddine Bekhouche, Abdelkrim Ouafi, Abdelmalik Taleb-Ahmed, Abdenour Hadid, Azeddine Benlamoudi

Human face aging is irreversible process causing changes in human face characteristics such us hair whitening, muscles drop and wrinkles.

Age Estimation regression

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