| 2026 | ICPR | Few-Shot Supervised Contrastive Learning for Image/Video Distortion Classification. | Riestiya Zain Fadillah, Seyed Ali Amirshahi, Marius Pedersen, Azeddine Beghdadi |
| 2025 | ICANN | Uncertainty Quantification in Video Distortion Classification Under Dataset Shift. | Riestiya Zain Fadillah, Seyed Ali Amirshahi, Marius Pedersen, Azeddine Beghdadi |
| 2025 | VCIP | PVD4RCV: A Photo-realistic Multi-Distortion Video Dataset for Benchmarking and Developing Robust Computer Vision Models. | Ayman Beghdadi, Mohib Ullah, Azeddine Beghdadi, Borhen-Eddine Dakkar, Zohaib Amjad Khan, Faouzi Alaya Cheikh |
| 2025 | VCIP | On the Effectiveness of the I3D Network for Video Shakiness Quality Assessment. | Borhen-Eddine Dakkar, Azeddine Beghdadi, Mohamed Riad Yagoubi |
| 2024 | ICIP | Assessing Video Shakiness: A Novel Data And Protocols Framework. | Borhen-Eddine Dakkar, Azeddine Beghdadi, Stefania Colonnese, Naveed Iqbal, Azzedine Zerguine |
| 2024 | ICIP | A Self-Supervised Diffusion Framework For Facial Emotion Recognition. | Saif Hassan, Mohib Ullah, Ali Shariq Imran, Ghulam Mujtaba, Muhammad Mudassar Yamin, Ehtesham Hashmi, Faouzi Alaya Cheikh, Azeddine Beghdadi |
| 2024 | ICIP | A Fusion-Based Approach for Blind Contrast-Enhanced Image Ranking. | Wael Suliman, Mohamed Deriche, Naoufel Werghi, Azeddine Beghdadi |
| 2023 | FIT | Attention Guided Deep Neural Network for Animal Ear Tag Classification in Low-Resolution Images. | Thinh Pham-Duc, Mohib Ullah, Muhammad Mudassar Yamin, Adane Nega Tarekegn, Azeddine Beghdadi, Faouzi Alaya Cheikh, Habib Ullah |
| 2022 | ICIP | A New Video Quality Assessment Dataset for Video Surveillance Applications. | Azeddine Beghdadi, Muhammad Ali Qureshi, Dakkar Borhen Eddine, Hammad Hassan Gillani, Zohaib Amjad Khan, Mounir Kaaniche, Mohib Ullah, Faouzi Alaya Cheikh |
| 2022 | ICIP | A No-Reference Measure for Uneven Illumination Assessment on Laparoscopic Images. | Tan-Sy Nguyen, John Chaussard, Marie Luong, Hatem Zaag, Azeddine Beghdadi |
| 2022 | IPAS | Contrast enhancement: Cross-modal learning approach for medical images. | Rabia Naseem, Akib Jayed Islam, Faouzi Alaya Cheikh, Azeddine Beghdadi |
| 2022 | MMSP | Visual Security Evaluation of Perceptually Encrypted Images based on Multi-Task Learning. | Mamadou Keita, Sid Ahmed Fezza, Wassim Hamidouche, Azeddine Beghdadi |
| 2021 | MMSP | Blind image separation for document restoration using plug-and-play approach. | Xhenis oba, Fangchen Feng, Azeddine Beghdadi |
| 2020 | ICIP | Residual Networks Based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment. | Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh |
| 2020 | IPAS | Adaptive Context Encoding Module for Semantic Segmentation. | Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle |
| 2020 | MMSP | Reverberant Audio Blind Source Separation via Local Convolutive Independent Vector Analysis. | Fangchen Feng, Azeddine Beghdadi |
| 2020 | MMSP | A Multi-Criteria Contrast Enhancement Evaluation Measure using Wavelet Decomposition. | Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Muhammad Ali Qureshi |
| 2020 | MMSP | Convolution Autoencoder-Based Sparse Representation Wavelet for Image Classification. | Tan-Sy Nguyen, Long H. Ngo, Marie Luong, Mounir Kaaniche, Azeddine Beghdadi |
| 2019 | AVSS | Person Head Detection Based Deep Model for People Counting in Sports Videos. | Sultan Daud Khan, Habib Ullah, Mohib Ullah, Nicola Conci, Faouzi Alaya Cheikh, Azeddine Beghdadi |
| 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 |
| 2015 | ICDAR | A new automatic framework for document image enhancement process based on anisotropic diffusion. | Mohamed Riad Yagoubi, Amina Serir, Azeddine Beghdadi |
| 2014 | ICIP | Rate distortion optimal bit allocation for stereo image coding. | Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh |
| 2013 | ICIP | Perceptual quality assessment for color image inpainting. | Thanh Trung Dang, Azeddine Beghdadi, Chaker Larabi |
| 2013 | ICIP | Stereo image quality assessment using a binocular just noticeable difference model. | Walid Hachicha, Azeddine Beghdadi, Faouzi Alaya Cheikh |
| 2012 | IPAS | A new denoising method in high-dimensional PCA-space. | Quoc Bao Do, Azeddine Beghdadi, Marie Luong |
| 2011 | CAIP | Image Denoising Using Bilateral Filter in High Dimensional PCA-Space. | Quoc Bao Do, Azeddine Beghdadi, Marie Luong |
| 2010 | ACIIDS | Perceptual Watermarking Using a Multi-scale JNC Model. | Phi-Bang Nguyen, Marie Luong, Azeddine Beghdadi |
| 2010 | DCC | Multi-resolution Mean-Shift Algorithm for Vector Quantization. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Azeddine Beghdadi, Son Lam Phung |
| 2010 | ICASSP | On the analysis of background subtraction techniques using Gaussian Mixture Models. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Son Lam Phung, Azeddine Beghdadi |
| 2010 | ICIP | A universal Full Reference image Quality Metric based on a neural fusion approach. | Aladine Chetouani, Azeddine Beghdadi, Mohamed A. Deriche |
| 2010 | ICIP | Detection and restoration of color-timing echo artifact for HD digital cinema films. | Quoc Bao Do, Marie Luong, Azeddine Beghdadi |
| 2010 | ICIP | Image quality assessment based on wave atoms transform. | Zehira Haddad, Azeddine Beghdadi, Amina Serir, Anissa Mokraoui |
| 2010 | ICPR | Statistical Modeling of Image Degradation Based on Quality Metrics. | Aladine Chetouani, Azeddine Beghdadi, Mohamed A. Deriche |
| 2009 | AVSS | Vehicle Tracking Using Projective Particle Filter. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Son Lam Phung, Azeddine Beghdadi |
| 2009 | ICIP | Natural Rendering of Color Image based on Retinex. | Shaohua Chen, Azeddine Beghdadi |
| 2009 | ICIP | Deblocking method using a percpetual recursive filter. | Aladine Chetouani, Ghils Mostafaoui, Azeddine Beghdadi |
| 2008 | ISM | Perceptual Watermarking Using Pyramidal JND Maps. | Phi-Bang Nguyen, Azeddine Beghdadi, Marie Luong |
| 2007 | ICIP | Blind Image Separation using Sparse Representation. | Wided Souidne, Abdeldjalil Assa-El-Bey, Karim Abed-Meraim, Azeddine Beghdadi |
| 2006 | ICASSP | Image Denoising in the Transformed Domain Using Non Local Neighborhoods. | Wided Souidne, Azeddine Beghdadi, Karim Abed-Meraim |
| 2001 | ICASSP | Multi-line fitting using polynomial phase transforms and downsampling. | Karim Abed-Meraim, Azeddine Beghdadi |
| 2001 | ICIP | Pyramidal perceptual filtering using Moon and Spencer contrast. | Razvan Iordache, Azeddine Beghdadi, Patrick Viaris de Lesegno |
| 2000 | ICIP | Block Truncation Coding Using Edgeness Information. | Azeddine Beghdadi, Razvan Iordache |
| 2000 | ICIP | Vector Quantization with Edge Reconstruction. | Razvan Iordache, Azeddine Beghdadi, Ioan Tabus |
| 1998 | ICIP | Non Linear Smoothing Method based on the Just-Noticeable Contrast. | Kamel Belkacem-Boussaid, Azeddine Beghdadi |
| 1998 | ICIP | A New Adaptive Nonlinear Anisotropic Diffusion for Noise Smoothing. | Jrme Monteil, Azeddine Beghdadi |
| 1996 | ICIP | Edge detection using Holladay's principle. | Kamel Belkacem-Boussaid, Azeddine Beghdadi, H. Depoisot |