| 2026 | ETRA | Closing the Foveal Gap: Perceptually Grounded Scanpath Comparison with Disc IoU. | Mohamed Amine Kerkouri, Marouane Tliba, Abdellah Zakaria Sellam, Cosimo Distante, Alessandro Bruno, Aladine Chetouani |
| 2026 | ETRA | What They Saw, Not Just Where They Looked: Semantic Scanpath Similarity via VLMs and NLP metrics. | Mohamed Amine Kerkouri, Marouane Tliba, Bin Wang, Aladine Chetouani, Ulas Bagci, Alessandro Bruno |
| 2026 | ETRA | GazeVaLM: A Multi-Observer Eye-Tracking Benchmark for Evaluating Clinical Realism in AI-Generated X-Rays. | David C. Wong, Zeynep Isik, Bin Wang, Marouane Tliba, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Aladine Chetouani, 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, Elizabeth A. Krupinski, Ulas Bagci |
| 2025 | CVPR | 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 etin, 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 |
| 2025 | ETRA | 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 etin, 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 |
| 2025 | ICCV | Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery. | Nicolas Drapier, Aladine Chetouani, Aurlien Chateigner |
| 2025 | ICIP | A Benchmark Dataset for Automated Diagnosis and Treatment Planning of Class III Malocclusion Using X-Rays and Profile Photos. | Omid Halimi Milani, Emadeldeen Hamdan, Marouane Tliba, Samim Taraji, Veerasathpurush Allareddy, Aladine Chetouani, Rachid Jennane, Ahmet Enis etin, Mohammed H. Elnagar |
| 2024 | CBMI | A Multi-Instance Learning Approach for Improving Knee Osteoarthritis Diagnosis From Mri Data. | Mohamed Berrimi, Yun Xin Teoh, Aladine Chetouani, Lotfi Houam, Rachid Jennane |
| 2024 | ETRA | AVAtt : Art Visual Attention dataset for diverse painting styles. | Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno |
| 2024 | ETRA | 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 ltekin |
| 2024 | ICASSP | Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment. | Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frdric Dufaux |
| 2024 | ICIP | A Toolkit to Benchmark Point Cloud Quality Metrics with Multi-Track Evaluation Criteria. | Ali Ak, Emin Zerman, Maurice Quach, Aladine Chetouani, Giuseppe Valenzise, Patrick Le Callet |
| 2024 | MMSP | Bayesian Formulation of Regularization by Denoising - Model and Monte Carlo Sampling. | Elhadji C. Faye, Mame Diarra Fall, Aladine Chetouani, Nicolas Dobigeon |
| 2024 | QoMEX | 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 Csar, Aladine Chetouani, Giuseppe Valenzise, Frdric Dufaux |
| 2023 | CBMI | Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. | Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi |
| 2023 | CBMI | Automatic diagnosis of knee osteoarthritis severity using Swin transformer. | Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani, Marouane Tliba, Yassine Nasser, Rachid Jennane, Alessandro Bruno |
| 2023 | CBMI | Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. | Zhe Wang, Aladine Chetouani, Rachid Jennane |
| 2023 | ETRA | 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 ltekin |
| 2023 | ICASSP | PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment. | Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frdric Dufaux |
| 2023 | ICIP | Comparative Study of Saliency- and Scanpath-Based Approaches for Patch Selection in Image Quality Assessment. | Aladine Chetouani |
| 2023 | ICIP | An Inter-Observer Consistent Deep Adversarial Training for Visual Scanpath Prediction. | Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno |
| 2022 | CBMI | A domain adaptive deep learning solution for scanpath prediction of paintings. | Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Alessandro Bruno |
| 2022 | CVPR | Self Supervised Scanpath Prediction Framework for Painting Images. | Marouane Tliba, Mohamed Amine Kerkouri, Aladine Chetouani, Alessandro Bruno |
| 2022 | ICIP | End-to-End Deep Multi-Score Model for No-Reference Stereoscopic Image Quality Assessment. | Oussama Messai, Aladine Chetouani |
| 2022 | ICIP | Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference. | Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frdric Dufaux |
| 2022 | ICIP | Deep-Based Quality Assessment of Medical Images Through Domain Adaptation. | Marouane Tliba, Aymen Sekhri, Mohamed Amine Kerkouri, Aladine Chetouani |
| 2021 | ICIP | A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. | Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni |
| 2021 | ICIP | Salypath: A Deep-Based Architecture For Visual Attention Prediction. | Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Rachid Harba |
| 2021 | ICIP | Taylor Series Kernelized Layer for Fine-Grained Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2021 | ICONIP | Deep Kernelized Network for Fine-Grained Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2021 | MMSP | No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Hocine Cherifi |
| 2021 | MMSP | Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference. | Aladine Chetouani, Maurice Quach, Giuseppe Valenzise, Frdric Dufaux |
| 2020 | ATSIP | Real time emotion recognition in video stream, using B-CNN and F-CNN. | Ramzi Guetari, Aladine Chetouani, Hedi Tabia, Nawres Khlifa |
| 2020 | ICIP | Combination Of Handcrafted And Deep Learning-Based Features For 3d Mesh Quality Assessment. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi |
| 2020 | ICIP | Prediction Of Chromaticvisualmaskingwithdeeplearning. | Aladine Chetouani, Marius Pedersen, Steven Le Moan |
| 2020 | ICIP | Kernelized Dense Layers For Facial Expression Recognition. | M. Amine Mahmoudi, Aladine Chetouani, Fatma Boufera, Hedi Tabia |
| 2020 | ICIP | High-Level Visual Masking of Image Compression Artefacts. | Steven Le Moan, Marius Pedersen, Aladine Chetouani |
| 2019 | IBPRIA | Blind Robust 3-D Mesh Watermarking Based on Mesh Saliency and QIM Quantization for Copyright Protection. | Mohamed Hamidi, Aladine Chetouani, Mohamed El Haziti, Mohammed El Hassouni, Hocine Cherifi |
| 2019 | ICIP | Blind Utility and Quality Assessment Using a Convolutional Neural Network and a Patch Selection. | Aladine Chetouani |
| 2019 | ICIP | On the Use of a Convolutional Neural Network to Predict Perceptual Quality of Images without Reference for Different Viewing Distances. | Aladine Chetouani, Marius Pedersen |
| 2019 | QoMEX | A Novel Ranking Algorithm of Enhanced Images using a Convolutional Neural Network and a Saliency-based Patch Selection Scheme. | Aladine Chetouani, Muhammad Ali Qureshi, Mohamed A. Deriche, Azeddine Beghdadi |
| 2018 | ICIP | Convolutional Neural Network for Blind Mesh Visual Quality Assessment Using 3D Visual Saliency. | Ilyass Abouelaziz, Aladine Chetouani, Mohammed El Hassouni, Longin Jan Latecki, Hocine Cherifi |
| 2018 | ICIP | Convolutional Neural Network and Saliency Selection for Blind Image Quality Assessment. | Aladine Chetouani |
| 2018 | ICIP | Classification of Ceramic Shards Based on Convolutional Neural Network. | Aladine Chetouani, Teddy Debroutelle, Sylvie Treuillet, Matthieu Exbrayat, Sbastien Jesset |
| 2017 | ATSIP | A fusion-based blind image quality metric for blurred stereoscopic images. | Aladine Chetouani |
| 2016 | ACIVS | An Image Quality Metric with Reference for Multiply Distorted Image. | Aladine Chetouani |
| 2016 | AICCSA | Toward a universal learning-based image quality metric with reference for stereoscopic images. | Aladine Chetouani |
| 2015 | ACIVS | Toward a Universal Stereoscopic Image Quality Metric Without Reference. | Aladine Chetouani |
| 2015 | AICCSA | A Reduced Reference Image Quality assessment for Multiply Distorted Images. | Aladine Chetouani |
| 2014 | ICPR | Full Reference Image Quality Assessment: Limitation. | Aladine Chetouani |
| 2014 | VCIP | Full reference image quality metric for stereo images based on Cyclopean image computation and neural fusion. | Aladine Chetouani |
| 2014 | VCIP | Improving a vision indoor localization system by a saliency-guided detection. | Wael Elloumi, Kamel Guissous, Aladine Chetouani, Sylvie Treuillet |
| 2013 | IPIN | Indoor navigation assistance with a Smartphone camera based on vanishing points. | Wael Elloumi, Kamel Guissous, Aladine Chetouani, Raphal Canals, Remy Leconge, Bruno Emile, Sylvie Treuillet |
| 2010 | ICIP | A universal Full Reference image Quality Metric based on a neural fusion approach. | Aladine Chetouani, Azeddine Beghdadi, Mohamed A. Deriche |
| 2010 | ICPR | Statistical Modeling of Image Degradation Based on Quality Metrics. | Aladine Chetouani, Azeddine Beghdadi, Mohamed A. Deriche |
| 2009 | ICIP | Deblocking method using a percpetual recursive filter. | Aladine Chetouani, Ghils Mostafaoui, Azeddine Beghdadi |