1 code implementation • 13 May 2024 • Zakaria Abdellah Sellam, Cosimo Distante, Abdelmalik Taleb-Ahmed, Pier Luigi Mazzeo
Evaluating house prices is crucial for various stakeholders, including homeowners, investors, and policymakers.
1 code implementation • 7 May 2024 • Fares Bougourzi, Fadi Dornaika, Cosimo Distante, Abdelmalik Taleb-Ahmed
Our architecture includes an encoder-decoder structure with a composite Transformer-CNN encoder and dual decoders.
no code implementations • 30 Apr 2024 • Marwa Afnouch, Fares Bougourzi, Olfa Gaddour, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Indeed, there have been an increasing interest in developing Machine Learning (ML) techniques into oncologic imaging for BM analysis.
1 code implementation • 28 Apr 2024 • Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Vinh Truong Hoang
Inspired by the success of Transformers in Computer vision, Transformers have been widely investigated for medical imaging segmentation.
Ranked #9 on Medical Image Segmentation on Synapse multi-organ CT
no code implementations • 3 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.
no code implementations • 2 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.
no code implementations • 17 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.
no code implementations • 12 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.
no code implementations • 26 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.
1 code implementation • 27 Mar 2023 • Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed
The proposed D-TrAttUnet architecture is evaluated for both Binary and Multi-classes Covid-19 infection segmentation.
1 code implementation • 15 Mar 2023 • Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
CT-scan imaging is the most informative tool about this disease.
no code implementations • 29 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.
no code implementations • 1 Jun 2020 • Oualid Laiadi, Abdelmalik Ouamane, Abdelhamid Benakcha, Abdelmalik Taleb-Ahmed, Abdenour Hadid
We refer that we used the SSC method in RFIW'20 competition using the eight deep features concatenation.
no code implementations • 8 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.