Mohamed Amine Kerkouri

According to our database, Mohamed Amine Kerkouri authored at least 15 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment.

Aymen Sekhri, Marouane Tliba, Mohamed Amine Kerkouri, Yassine Nasser, Aladine Chetouani, Alessandro Bruno, Rachid Jennane

Proceedings of the 32nd European Signal Processing Conference, 2024

Perceptual Evaluation of Masked AutoEncoder Emergent Properties Through Eye-Tracking-Based Policy.

Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno, Mohammed El Hassouni, Arzu Çöltekin

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

AVAtt : Art Visual Attention dataset for diverse painting styles.

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

2023

An Inter-Observer Consistent Deep Adversarial Training for Visual Scanpath Prediction.

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno

Proceedings of the IEEE International Conference on Image Processing, 2023

Detecting colour vision deficiencies via Webcam-based Eye-tracking: A case study.

Alessandro Bruno, Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Carlo Calogero Giunta, Arzu Çöltekin

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Automatic diagnosis of knee osteoarthritis severity using Swin transformer.

Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani, Marouane Tliba, Yassine Nasser, Rachid Jennane, Alessandro Bruno

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

Insights into Classifying and Mitigating LLMs' Hallucinations.

Alessandro Bruno, Pier Luigi Mazzeo, Aladine Chetouani, Marouane Tliba, Mohamed Amine Kerkouri

Proceedings of the 1st Workshop on Artificial Intelligence for Perception and Artificial Consciousness (AIxPAC 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

SATSal: A Multi-Level Self-Attention Based Architecture for Visual Saliency Prediction.

Marouane Tliba, Mohamed Amine Kerkouri, Bashir Ghariba, Aladine Chetouani, Arzu Çöltekin, Mohamed S. Shehata, Alessandro Bruno

IEEE Access, 2022

Deep-Based Quality Assessment of Medical Images Through Domain Adaptation.

Marouane Tliba, Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

SalyPath360: Saliency and scanpath prediction framework for omnidirectional images.

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Mohamed Sayeh

Proceedings of the Human Vision and Electronic Imaging 2022, online, January 15-26, 2022, 2022

A simple and efficient deep scanpath prediction.

Mohamed Amine Kerkouri, Aladine Chetouani

Proceedings of the Human Vision and Electronic Imaging 2022, online, January 15-26, 2022, 2022

Self Supervised Scanpath Prediction Framework for Painting Images.

Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

A domain adaptive deep learning solution for scanpath prediction of paintings.

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022

2021

Salypath: A Deep-Based Architecture For Visual Attention Prediction.

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Rachid Harba

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021