Marouane Tliba

According to our database, Marouane Tliba authored at least 33 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality.

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

CoRR, May, 2025

Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets.

Omid Halimi Milani, Amanda Nikho, Lauren Mills, Marouane Tliba, Ahmet Enis Çetin, Mohammed H. Elnagar

Proceedings of the 43rd IEEE VLSI Test Symposium, 2025

Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images.

David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Elizabeth A. Krupinski, Ulas Bagci

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

Knowledge Distillation Approach for SOS Fusion Staging: Towards Fully Automated Skeletal Maturity Assessment.

Omid Halimi Milani, Amanda Nikho, Marouane Tliba, Lauren Mills, Ahmet Enis Çetin, Mohammed H. Elnagar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging.

David C. Wong, Bin Wang, Gorkem Durak, Marouane Tliba, Akshay Chaudhari, Aladine Chetouani, Ahmet Enis Çetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C. Gordon, Ayis Pyrros, Frank H. Miller, Amir Borhani, Hatice Savas, Eric M. Hart, Drew A. Torigian, Jayaram K. Udupa, Elizabeth A. Krupinski, Ulas Bagci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Special issue: Multimedia data analysis for smart city environment safety.

Alessandro Bruno, Aladine Chetouani, Zoheir A. Sabeur, Marouane Tliba, Evangelos Maltezos, Miguel Gonzalez San Emeterio

Multim. Tools Appl., July, 2024

Revising the use of deep learning for effective point clouds quality assessment. (Révision de l'utilisation de l'apprentissage profond pour une évaluation efficace de la qualité des nuages de points).

Marouane Tliba

PhD thesis, 2024

Enhancing Immersive Experiences through 3D Point Cloud Analysis: A Novel Framework for Applying 2D Visual Saliency Models to 3D Point Clouds.

Marouane Tliba, Xuemei Zhou, Irene Viola, Pablo César, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 16th International Conference on Quality of Multimedia Experience, 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

Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the IEEE International Conference on Acoustics, 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

Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization.

Nour Aburaed, Mina Al-Saad, Marouane Tliba, Aladine Chetouani, Mohammed Q. Alkhatib, M. Sami Zitouni, Saeed Al-Mansoori, Hussain Al-Ahmad

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

Health Misinformation Detection: A Chunking Strategy Integrated to Retrieval-Augmented Generation (short paper).

Walid Taib, Idriss Saadallah, Abdelali Ichou, Abderrahmene Hamdi, Alessandro Bruno, Pier Luigi Mazzeo, Aladine Chetouani, Marouane Tliba, Mohamed Amine Kerkouri

Proceedings of the 2nd Workshop on Artificial Intelligence for Perception and Artificial Consciousness (AIxPAC 2024) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

2023

Quality evaluation of point clouds: a novel no-reference approach using transformer-based architecture.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

CoRR, 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

PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Modal Evaluation of 3D Point Clouds Images: A Novel No-Reference Approach Using a Multi-Stream Attentive Architecture.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 31st European Signal Processing Conference, 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

PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

CoRR, 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

Point Cloud Quality Assessment Using Cross-correlation of Deep Features.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the QoEVMA@MM 2022: Proceedings of the 2nd Workshop on Quality of Experience in Visual Multimedia Applications, 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

Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference.

Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frédéric Dufaux

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

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

2020

ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos.

Yasser Abdelaziz Dahou Djilali, Marouane Tliba, Kevin McGuinness, Noel E. O'Connor

CoRR, 2020

ATSal: An Attention Based Architecture for Saliency Prediction in 360$^\circ $ Videos.

Yasser Dahou, Marouane Tliba, Kevin McGuinness, Noel E. O'Connor

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020