Predicting Blocking Effects in the Spatial Domain using a Learning Approach. - Aladine Chetouani; Ghilès Mostafaoui; Azeddine Beghdadi (SIGMAP, 2008)

Deblocking method using a percpetual recursive filter. - Aladine Chetouani; Ghilès Mostafaoui; Azeddine Beghdadi (ICIP, 2009)

A New Free Reference Image Quality Index Based on Perceptual Blur Estimation. - Aladine Chetouani; Ghilès Mostafaoui; Azeddine Beghdadi (PCM, 2009)

Classification of image distortions using image quality metrics and linear discriminant analysis. - Aladine Chetouani; Mohamed A. Deriche; Azeddine Beghdadi (EUSIPCO, 2010)

Image distortion analysis and classification scheme using a neural approach. - Aladine Chetouani; Azeddine Beghdadi; Mohamed A. Deriche (EUVIP, 2010)

A universal Full Reference image Quality Metric based on a neural fusion approach. - Aladine Chetouani; Azeddine Beghdadi; Mohamed A. Deriche (ICIP, 2010)

Statistical Modeling of Image Degradation Based on Quality Metrics. - Aladine Chetouani; Azeddine Beghdadi; Mohamed A. Deriche (ICPR, 2010)

Content-based watermarking robust to low bit rate JPEG compression. - Aladine Chetouani; Phi-Bang Nguyen; Marie Luong; Ghilès Mostafaoui (ISSPA, 2010)

A distortion-based ranking of image quality indices using mutual information. - Mohamed A. Deriche; Azeddine Beghdadi; Aladine Chetouani (ISSPA, 2010)

Deblocking filtering method using a perceptual map. - Aladine Chetouani; Ghilès Mostafaoui; Azeddine Beghdadi (Signal Process. Image Commun., 2010)

A radon wigner ville based image dissimilarity measure. - Amina Saleem; Azeddine Beghdadi; Aladine Chetouani; Boualem Boashash (CIMSIVP, 2011)

A Reduced Reference Image Quality Metric based on feature fusion and neural networks. - Aladine Chetouani; Azeddine Beghdadi; Mohamed A. Deriche; Abdesselam Bouzerdoum (EUSIPCO, 2011)

Image quality assessment based on distortion identification. - Aladine Chetouani; Azeddine Beghdadi (IQSP, 2011)

A new image quality estimation approach for JPEG2000 compressed images. - Aladine Chetouani; Azeddine Beghdadi (ISSPIT, 2011)

Iterative blocking artefact reduction based on local contrast information. - Amina Saleem; Azeddine Beghdadi; Aladine Chetouani; Boualem Boashash (ISSPIT, 2011)

A new scheme for no reference image quality assessment. - Aladine Chetouani; Azeddine Beghdadi; Abdesselam Bouzerdoum; Mohamed A. Deriche (IPTA, 2012)

A no-reference image quality metric for blur and ringing effect based on a neural weighting scheme. - Aladine Chetouani; Azeddine Beghdadi (IQSP, 2012)

A hybrid system for distortion classification and image quality evaluation. - Aladine Chetouani; Azeddine Beghdadi; Mohamed A. Deriche (Signal Process. Image Commun., 2012)

Indoor navigation assistance with a Smartphone camera based on vanishing points. - Wael Elloumi; Kamel Guissous; Aladine Chetouani; Raphaël Canals; Remy Leconge; Bruno Emile; Sylvie Treuillet (IPIN, 2013)

Full Reference Image Quality Assessment: Limitation. - Aladine Chetouani (ICPR, 2014)

Neural learning-based image quality metric without reference. - Aladine Chetouani (IPTA, 2014)

Interest lower body point's detection for markerless gait analysis. - Ahmed Derbel; Aladine Chetouani; Sylvie Treuillet; Bruno Emile; Nabila Mansouri; Yousra Ben Jemaa (IPTA, 2014)

Full reference image quality metric for stereo images based on Cyclopean image computation and neural fusion. - Aladine Chetouani (VCIP, 2014)

Improving a vision indoor localization system by a saliency-guided detection. - Wael Elloumi; Kamel Guissous; Aladine Chetouani; Sylvie Treuillet (VCIP, 2014)

Toward a Universal Stereoscopic Image Quality Metric Without Reference. - Aladine Chetouani (ACIVS, 2015)

A Reduced Reference Image Quality assessment for Multiply Distorted Images. - Aladine Chetouani (AICCSA, 2015)

Automatic pattern recognition on archaeological ceramic by 2D and 3D image analysis: A feasibility study. - Teddy Debroutelle; Romain Janvier; Aladine Chetouani; Sylvie Treuillet; Matthieu Exbrayat; Lionel Martin; Sébastien Jesset (IPTA, 2015)

Universal blind image quality assessment for stereoscopic images. - Sid Ahmed Fezza; Aladine Chetouani; Mohamed-Chaker Larabi (3DTV-Conference, 2016)

An Image Quality Metric with Reference for Multiply Distorted Image. - Aladine Chetouani (ACIVS, 2016)

Toward a universal learning-based image quality metric with reference for stereoscopic images. - Aladine Chetouani (AICCSA, 2016)

Sequential stack decoder for multichannel image restoration. - Fouad Boudjenouia; Rachid Jennane; Karim Abed-Meraim; Aladine Chetouani (EUSIPCO, 2016)

Recherche de groupes parallèles en classification non-supervisée. - Lionel Martin; Matthieu Exbrayat; Teddy Debroutelle; Aladine Chetouani; Sylvie Treuillet; Sébastien Jesset (EGC, 2016)

On the use of image quality measures for image restoration. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IPTA, 2016)

Classification of friezes engraved on ceramic sherds from 3D scans. - Teddy Debroutelle; Aladine Chetouani; Sylvie Treuillet; Matthieu Exbrayat; Sébastien Jesset (ISSPIT, 2016)

A 3D Mesh Quality Metric based on Features Fusion. - Aladine Chetouani (3D Image Processing, Measurement (3DIPM), and Applications, 2017)

A fusion-based blind image quality metric for blurred stereoscopic images. - Aladine Chetouani (ATSIP, 2017)

Mesh Visual Quality Assessment Metrics: A Comparison Study. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi (SITIS, 2017)

Special Section Guest Editorial: Image Processing for Cultural Heritage. - Aladine Chetouani; Robert Erdmann; David Picard; Filippo Stanco (J. Electronic Imaging, 2017)

Automatic classification of ceramic sherds with relief motifs. - Teddy Debroutelle; Sylvie Treuillet; Aladine Chetouani; Matthieu Exbrayat; Lionel Martin; Sébastien Jesset (J. Electronic Imaging, 2017)

Using distortion and asymmetry determination for blind stereoscopic image quality assessment strategy. - Sid Ahmed Fezza; Aladine Chetouani; Mohamed-Chaker Larabi (J. Vis. Commun. Image Represent., 2017)

A blind mesh visual quality assessment method based on convolutional neural network. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi (3D Image Processing, Measurement (3DIPM), and Applications, 2018)

A Blind Image Quality Metric using a Selection of Relevant Patches based on Convolutional Neural Network. - Aladine Chetouani (EUSIPCO, 2018)

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 (ICIP, 2018)

Convolutional Neural Network and Saliency Selection for Blind Image Quality Assessment. - Aladine Chetouani (ICIP, 2018)

Classification of Ceramic Shards Based on Convolutional Neural Network. - Aladine Chetouani; Teddy Debroutelle; Sylvie Treuillet; Matthieu Exbrayat; Sébastien Jesset (ICIP, 2018)

A Neural-Based Stereoscopic Image Quality Assessment with Reference. - Aladine Chetouani (IQSP, 2018)

Blind Stereoscopic Image Quality Assessment Using Convolutional Neural Networks and Support Vector Regression. - Aladine Chetouani; Mohammed El Hassouni; Rachid Jennane (ISIVC, 2018)

A new weighted normal-based filter for 3D mesh denoising. - Mohammed El Hassouni; Aladine Chetouani; Rachid Jennane; Hocine Cherifi (ISIVC, 2018)

How to Optimize the Utilization of Image Quality Metrics in Computer Vision? - Aladine Chetouani; Mohammed El Hassouni (MedPRAI, 2018)

Reduced Reference Mesh Visual Quality Assessment Based on Convolutional Neural Network. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi (SITIS, 2018)

Three-dimensional mesh quality metric with reference based on a support vector regression model. - Aladine Chetouani (J. Electronic Imaging, 2018)

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 (IbPRIA (1), 2019)

Blind Utility and Quality Assessment Using a Convolutional Neural Network and a Patch Selection. - Aladine Chetouani (ICIP, 2019)

On the Use of a Convolutional Neural Network to Predict Perceptual Quality of Images without Reference for Different Viewing Distances. - Aladine Chetouani; Marius Pedersen (ICIP, 2019)

Mesh Visual Quality based on the combination of convolutional neural networks. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Longin Jan Latecki; Hocine Cherifi (IPTA, 2019)

A Robust Blind 3-D Mesh Watermarking Technique Based on SCS Quantization and Mesh Saliency for Copyright Protection. - Mohamed Hamidi; Aladine Chetouani; Mohamed El Haziti; Mohammed El Hassouni; Hocine Cherifi (MSPN, 2019)

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 (QoMEX, 2019)

Full Reference Mesh Visual Quality Assessment Using Pre-Trained Deep Network and Quality Indices. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi (SITIS, 2019)

Robust, blind multichannel image identification and restoration using stack decoder. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IET Image Process., 2019)

Blind Robust 3D Mesh Watermarking Based on Mesh Saliency and Wavelet Transform for Copyright Protection. - Mohamed Hamidi; Aladine Chetouani; Mohamed El Haziti; Mohammed El Hassouni; Hocine Cherifi (Inf., 2019)

Anti-Spoofing in Face Recognition: Deep Learning and Image Quality Assessment-Based Approaches. - Wael Elloumi; Aladine Chetouani; Tarek Ben Charrada; Emna Fourati (Deep Biometrics, 2020)

Real time emotion recognition in video stream, using B-CNN and F-CNN. - Ramzi Guetari; Aladine Chetouani; Hedi Tabia; Nawres Khlifa (ATSIP, 2020)

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 (ICIP, 2020)

Prediction Of Chromaticvisualmaskingwithdeeplearning. - Aladine Chetouani; Marius Pedersen; Steven Le Moan (ICIP, 2020)

Kernelized Dense Layers For Facial Expression Recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (ICIP, 2020)

High-Level Visual Masking of Image Compression Artefacts. - Steven Le Moan; Marius Pedersen; Aladine Chetouani (ICIP, 2020)

Image Quality Assessment Without Reference By Mixing Deep Learning-Based Features. - Aladine Chetouani (ICME, 2020)

Improved Bilinear Model for Facial Expression Recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (MedPRAI, 2020)

Facial Expression Recognition using the Bilinear Pooling. - Marwa Ben Jabra; Ramzi Guetari; Aladine Chetouani; Hedi Tabia; Nawres Khlifa (VISIGRAPP (5: VISAPP), 2020)

A Critical Analysis on Perceptual Contrast and Its Use in Visual Information Analysis and Processing. - Azeddine Beghdadi; Muhammad Ali Qureshi; Seyed Ali Amirshahi; Aladine Chetouani; Marius Pedersen (IEEE Access, 2020)

Anti-spoofing in face recognition-based biometric authentication using Image Quality Assessment. - Emna Fourati; Wael Elloumi; Aladine Chetouani (Multim. Tools Appl., 2020)

3D visual saliency and convolutional neural network for blind mesh quality assessment. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Longin Jan Latecki; Hocine Cherifi (Neural Comput. Appl., 2020)

No-reference mesh visual quality assessment via ensemble of convolutional neural networks and compact multi-linear pooling. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Longin Jan Latecki; Hocine Cherifi (Pattern Recognit., 2020)

Classification of engraved pottery sherds mixing deep-learning features by compact bilinear pooling. - Aladine Chetouani; Sylvie Treuillet; Matthieu Exbrayat; Sébastien Jesset (Pattern Recognit. Lett., 2020)

Learnable pooling weights for facial expression recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (Pattern Recognit. Lett., 2020)

On the use of a scanpath predictor and convolutional neural network for blind image quality assessment. - Aladine Chetouani; Leida Li (Signal Process. Image Commun., 2020)

Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative. - Yassine Nasser; Rachid Jennane; Aladine Chetouani; Eric Lespessailles; Mohammed El Hassouni (IEEE Trans. Medical Imaging, 2020)

Combination of Deep Learning-Based and Handcrafted Features for Blind Image Quality Assessment. - Aladine Chetouani; Maurice Quach; Giuseppe Valenzise; Frédéric Dufaux (EUVIP, 2021)

Deep Quality evaluator guided by 3D Saliency for Stereoscopic Images. - Oussama Messai; Aladine Chetouani; Fella Hachouf; Zianou Ahmed Seghir (HVEI, 2021)

A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni (ICIP, 2021)

Salypath: A Deep-Based Architecture For Visual Attention Prediction. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Rachid Harba (ICIP, 2021)

Taylor Series Kernelized Layer for Fine-Grained Recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (ICIP, 2021)

Deep Learning-Based Quality Assessment Of 3d Point Clouds Without Reference. - Aladine Chetouani; Maurice Quach; Giuseppe Valenzise; Frédéric Dufaux (ICME Workshops, 2021)

Deep Kernelized Network for Fine-Grained Recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (ICONIP (3), 2021)

No-reference Stereoscopic Image Quality Predictor using Deep Features from Cyclopean Image. - Oussama Messai; Aladine Chetouani; Fella Hachouf; Zianou Ahmed Seghir (IQSP, 2021)

A deep perceptual metric for 3D point clouds. - Maurice Quach; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (IQSP, 2021)

No-Reference Mesh Visual Quality Assessment Using Graph-Based Deep Learning. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi (MMSP, 2021)

Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference. - Aladine Chetouani; Maurice Quach; Giuseppe Valenzise; Frédéric Dufaux (MMSP, 2021)

Learning Graph Convolutional Network for Blind Mesh Visual Quality Assessment. - Ilyass Abouelaziz; Aladine Chetouani; Mohammed El Hassouni; Hocine Cherifi; Longin Jan Latecki (IEEE Access, 2021)

Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images. - Tarek Ben Charrada; Hedi Tabia; Aladine Chetouani; Hamid Laga (CoRR, 2021)

A domain adaptive deep learning solution for scanpath prediction of paintings. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (CBMI, 2022)

Self Supervised Scanpath Prediction Framework for Painting Images. - Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Alessandro Bruno (CVPR Workshops, 2022)

Towards an Image Utility Assessment Framework for Machine Perception. - Zohaib Amjad Khan; Giuseppe Valenzise; Aladine Chetouani; Frédéric Dufaux (EUSIPCO, 2022)

A simple and efficient deep scanpath prediction. - Mohamed Amine Kerkouri; Aladine Chetouani (HVEI, 2022)

SalyPath360: Saliency and scanpath prediction framework for omnidirectional images. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Mohamed Sayeh (HVEI, 2022)

Expanding Convolutional Neural Network Kernel for Facial Expression Recognition. - Mohamed Amine Mahmoudi; Fatma Boufera; Aladine Chetouani; Hedi Tabia (ICAITA, 2022)

End-to-End Deep Multi-Score Model for No-Reference Stereoscopic Image Quality Assessment. - Oussama Messai; Aladine Chetouani (ICIP, 2022)

Representation Learning Optimization for 3D Point Cloud Quality Assessment Without Reference. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICIP, 2022)

Deep-Based Quality Assessment of Medical Images Through Domain Adaptation. - Marouane Tliba; Aymen Sekhri; Mohamed Amine Kerkouri; Aladine Chetouani (ICIP, 2022)

Learning-based 3D point cloud quality assessment using a support vector regressor. - Aladine Chetouani; Maurice Quach; Giuseppe Valenzise; Frédéric Dufaux (IQSP, 2022)

Siamese-Gap Network for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Didier Hans; Eric Lespessailles; Rachid Jennane (ISBI, 2022)

No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (QoEVMA @ ACM Multimedia, 2022)

Point Cloud Quality Assessment Using Cross-correlation of Deep Features. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (QoEVMA @ ACM Multimedia, 2022)

Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni (VISIGRAPP (4: VISAPP), 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)

TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus. - Tarek Ben Charrada; Hedi Tabia; Aladine Chetouani; Hamid Laga (Comput. Graph. Forum, 2022)

PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (CoRR, 2022)

3D saliency guided deep quality predictor for no-reference stereoscopic images. - Oussama Messai; Aladine Chetouani; Fella Hachouf; Zianou Ahmed Seghir (Neurocomputing, 2022)

Kernel-based convolution expansion for facial expression recognition. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (Pattern Recognit. Lett., 2022)

Insights into Classifying and Mitigating LLMs' Hallucinations. - Alessandro Bruno; Pier Luigi Mazzeo; Aladine Chetouani; Marouane Tliba; Mohamed Amine Kerkouri (AIxPAC@AI*IA, 2023)

Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (CBMI, 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 (CBMI, 2023)

Transformer with Selective Shuffled Position Embedding for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CBMI, 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 (ETRA, 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 (EUSIPCO, 2023)

PCQA-Graphpoint: Efficient Deep-Based Graph Metric for Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICASSP, 2023)

Comparative Study of Saliency- and Scanpath-Based Approaches for Patch Selection in Image Quality Assessment. - Aladine Chetouani (ICIP, 2023)

An Inter-Observer Consistent Deep Adversarial Training for Visual Scanpath Prediction. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (ICIP, 2023)

Blind Image Separation Using Composite Criteria based on Statistical Information and Sparse Representation. - Fouad Boudjenouia; Karim Abed-Meraim; Aladine Chetouani; Rachid Jennane (IPTA, 2023)

A Siamese-based Network for the Detection of Osteopenia in Paediatric Digital X-rays of the Wrist. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (ISBI, 2023)

No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (IEEE Access, 2023)

BASICS: Broad quality Assessment of Static point clouds In Compression Scenarios. - Ali Ak; Emin Zerman; Maurice Quach; Aladine Chetouani; Aljosa Smolic; Giuseppe Valenzise; Patrick Le Callet (CoRR, 2023)

Kernel function impact on convolutional neural networks. - M. Amine Mahmoudi; Aladine Chetouani; Fatma Boufera; Hedi Tabia (CoRR, 2023)

Key-Exchange Convolutional Auto-Encoder for Data Augmentation in Early Knee OsteoArthritis Classification. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 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)

A Confident Labelling Strategy Based on Deep Learning for Improving Early Detection of Knee OsteoArthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2023)

Transformer with Selective Shuffled Position Embedding using ROI-Exchange Strategy for Early Detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2023)

BASICS DATASET: Broad Quality Assessment of Static Point Clouds in a Compression Scenario. - Ali Ak; Emin Zerman; Maurice Quach; Aladine Chetouani; Aljosa Smolic; Giuseppe Valenzise; Patrick Le Callet (Zenodo, 2023)

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 (AIxPAC@AI*IA, 2024)

A Multi-Instance Learning Approach for Improving Knee Osteoarthritis Diagnosis From Mri Data. - Mohamed Berrimi; Yun Xin Teoh; Aladine Chetouani; Lotfi Houam; Rachid Jennane (CBMI, 2024)

AVAtt : Art Visual Attention dataset for diverse painting styles. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Alessandro Bruno (ETRA, 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 (ETRA, 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 (EUSIPCO, 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 (EUSIPCO, 2024)

Balancing Representation Abstractions and Local Details Preservation for 3d Point Cloud Quality Assessment. - Marouane Tliba; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (ICASSP, 2024)

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 (ICIP, 2024)

Blind Point Cloud Quality Assessment via 3D Visual Saliency and Point-Based Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (IPTA, 2024)

Foreword. - Aladine Chetouani; Mohammed El Hassouni (IPTA, 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 (IPTA, 2024)

SWE-Net: Sliced-Wasserstein EfficientNet for Learning Discriminative Texture Features in Early Diagnosis of Knee Osteoarthritis. - Yassine Nasser; Mohammed El Hassouni; Aladine Chetouani; Rachid Jennane (IPTA, 2024)

Bayesian Formulation of Regularization by Denoising - Model and Monte Carlo Sampling. - Elhadji C. Faye; Mame Diarra Fall; Aladine Chetouani; Nicolas Dobigeon (MMSP, 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 001; Pablo César; Aladine Chetouani; Giuseppe Valenzise; Frédéric Dufaux (QoMEX, 2024)

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane; Yuhua Ru; Wasim Issa; Mohamed Jarraya (CoRR, 2024)

A Diffusion-based Xray2MRI Model: Generating Pseudo-MRI Volumes From one Single X-ray. - Zhe Wang 063; Rachid Jennane; Aladine Chetouani; Yung Hsin Chen; Fabian Bauer; Mohamed Jarraya (CoRR, 2024)

Transformer with Selective Shuffled Position Embedding and key-patch exchange strategy for early detection of Knee Osteoarthritis. - Zhe Wang 063; Aladine Chetouani; Mohamed Jarraya; Didier Hans; Rachid Jennane (Expert Syst. Appl., 2024)

BASICS: Broad Quality Assessment of Static Point Clouds in a Compression Scenario. - Ali Ak; Emin Zerman; Maurice Quach; Aladine Chetouani; Aljosa Smolic; Giuseppe Valenzise; Patrick Le Callet (IEEE Trans. Multim., 2024)

BASICS DATASET: Broad Quality Assessment of Static Point Clouds in a Compression Scenario. - Ali Ak; Emin Zerman; Maurice Quach; Aladine Chetouani; Aljosa Smolic; Giuseppe Valenzise; Patrick Le Callet (Zenodo, 2024)

Blind quality-based pairwise ranking of contrast changed color images using deep networks. - Aladine Chetouani; Muhammad Ali Qureshi; Mohamed Deriche 001; Azeddine Beghdadi (Signal Process. Image Commun., 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., 2024)

Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging. - David C. Wong 005; Bin Wang 068; Gorkem Durak; Marouane Tliba; Akshay Chaudhari; Aladine Chetouani; Ahmet Enis Çetin; Cagdas Topel; Nicolo Gennaro; Camila Lopes Vendrami; Tugce Agirlar Trabzonlu; Amir Ali Rahsepar; et al. (CVPR Workshops, 2025)

Shifts in Doctors' Eye Movements Between Real and AI-Generated Medical Images. - David C. Wong 005; Bin Wang 068; Gorkem Durak; Marouane Tliba; Mohamed Amine Kerkouri; Aladine Chetouani; Ahmet Enis Çetin; Cagdas Topel; Nicolo Gennaro; Camila Vendrami; Tugce Agirlar Trabzonlu; Amir Ali Rahsepar; et al. (ETRA, 2025)

NSS-MDL: Natural Scene Statistics-guided multi-task deep learning for no-reference point cloud quality assessment. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (Intell. Syst. Appl., 2025)

Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM). - Nicolas Drapier; Aladine Chetouani; Aurélien Chateigner (Trans. Mach. Learn. Res., 2025)

Distillation-Driven Diffusion Model for Multi-Scale MRI Super-Resolution: Make 1.5T MRI Great Again. - Zhe Wang 063; Yuhua Ru; Fabian Bauer; Aladine Chetouani; Fang Chen; Liping Zhang; Didier Hans; Rachid Jennane; Mohamed Jarraya; Yung Hsin Chen (CoRR, 2025)

Feasibility study for reconstruction of knee MRI from one corresponding X-ray via CNN. - Zhe Wang 063; Aladine Chetouani; Rachid Jennane (CoRR, 2025)

MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution. - Zhe Wang 063; Yuhua Ru; Aladine Chetouani; Fang Chen; Fabian Bauer; Liping Zhang; Didier Hans; Rachid Jennane; Mohamed Jarraya; Yung Hsin Chen (CoRR, 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, 2025)

Diffusion-based Counterfactual Augmentation: Towards Robust and Interpretable Knee Osteoarthritis Grading. - Zhe Wang 063; Yuhua Ru; Aladine Chetouani; Tina Shiang; Fang Chen; Fabian Bauer; Liping Zhang; Didier Hans; Rachid Jennane; William Ewing Palmer; Mohamed Jarraya; Yung Hsin Chen (CoRR, 2025)

Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery. - Nicolas Drapier; Aladine Chetouani; Aurélien Chateigner (CoRR, 2025)

Objective quality assessment of medical images and videos: review and challenges. - Rafael Rodrigues; Lucie Lévêque; Jesús Gutiérrez 001; Houda Jebbari; Meriem Outtas; Lu Zhang 037; Aladine Chetouani; Shaymaa Al-Juboori; Maria G. Martini; António M. G. Pinheiro (Multim. Tools Appl., 2025)