Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach. - Fadi Dornaika; Karim Hammoudi (MVA, 2009)

Estimating 3D Polyhedral Building Models by Registering Aerial Images. - Fadi Dornaika; Karim Hammoudi (ACIVS (2), 2010)

Extracting Outlined Planar Clusters of Street Facades from 3D Point Clouds. - Karim Hammoudi; Fadi Dornaika; Bahman Soheilian; Nicolas Paparoditis (CRV, 2010)

Generating Virtual 3D Model of Urban Street Facades by Fusing Terrestrial Multi-source Data. - Karim Hammoudi; Fadi Dornaika; Nicolas Paparoditis (Intelligent Environments, 2011)

A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images. - Karim Hammoudi; Fadi Dornaika (Sensors, 2011)

Contributions to the 3D city modeling : 3D polyhedral building model reconstruction from aerial images and 3D facade modeling from terrestrial 3D point cloud and images. (Contributions à la modélisation 3D des villes : reconstruction 3D de modèles de bâtiments polyédriques à partir d'images aériennes et modélisation 3D de façades à partir de nuage de points 3D et d'images terrestres). - Karim Hammoudi (2011)

Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data. - Karim Hammoudi; Fadi Dornaika; Bahman Soheilian; Bruno Vallet; Nicolas Paparoditis (VR, 2012)

Recovering quasi-real occlusion-free textures for facade models by exploiting fusion of image and laser street data and image inpainting. - Karim Hammoudi; Fadi Dornaika; Bahman Soheilian; Bruno Vallet; John McDonald 001; Nicolas Paparoditis (WIAMIS, 2012)

A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data. - Karim Hammoudi; Fadi Dornaika; Bahman Soheilian; Bruno Vallet; John McDonald 001; Nicolas Paparoditis (CoRR, 2013)

Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems. - Karim Hammoudi; Nabil Ajam; Mohamed Kasraoui; Fadi Dornaika; Karan Radhakrishnan; Karthik Bandi; Qing Cai; Sai Liu (CoRR, 2014)

Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. - Karim Hammoudi; Halim Benhabiles; Mohamed Kasraoui; Nabil Ajam; Fadi Dornaika; Karan Radhakrishnan; Karthik Bandi; Qing Cai; Sai Liu (ANT/SEIT, 2015)

Design, Implementation and Simulation of an Experimental Processing Architecture for Enhancing Real-time Video Services by Combining VANET, Cloud Computing System and Onboard Navigation System. - Karim Hammoudi; Nabil Ajam; Mohamed Kasraoui; Fadi Dornaika; Karan Radhakrishnan; Karthik Bandi; Qing Cai; Sai Liu (PECCS, 2015)

Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Fadi Dornaika (IISSC/CN4IoT, 2017)

Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks. - Karim Hammoudi; Mahmoud Melkemi; Halim Benhabiles; Fadi Dornaika; Sofiane Hamrioui; Joel J. P. C. Rodrigues (MoWNet, 2017)

Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management. - Karim Hammoudi; Adnane Cabani; Mahmoud Melkemi; Halim Benhabiles; Féryal Windal (HPCC/SmartCity/DSS, 2018)

A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds. - Halim Benhabiles; Karim Hammoudi; Féryal Windal; Mahmoud Melkemi; Adnane Cabani (SaMBa@MICCAI, 2018)

A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. - Karim Hammoudi; Mahmoud Melkemi; Fadi Dornaika; Halim Benhabiles; Féryal Windal; Oussama Taoufik (MUE/FutureTech, 2018)

Personalized Shares in Visual Cryptography. - Karim Hammoudi; Mahmoud Melkemi (J. Imaging, 2018)

Protein Shape Retrieval Contest. - Florent Langenfeld; Apostolos Axenopoulos; Halim Benhabiles; Petros Daras; Andrea Giachetti 001; Xusi Han; Karim Hammoudi; Daisuke Kihara; Tuan Manh Lai; Haiguang Liu; Mahmoud Melkemi; Stelios K. Mylonas; et al. (3DOR@Eurographics, 2019)

Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Shashank Rao Kadapanatham (Expressive (Posters, Demos, and Artworks), 2019)

Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services. - Karim Hammoudi; Mohammed AbuTaha; Halim Benhabiles; Mahmoud Melkemi; Féryal Windal; Safwan El Assad; Audrey Queudet (ICICT (2), 2019)

Deep Learning based Detection of Hair Loss Levels from Facial Images. - Halim Benhabiles; Karim Hammoudi; Ziheng Yang; Féryal Windal; Mahmoud Melkemi; Fadi Dornaika; Ignacio Arganda-Carreras (IPTA, 2019)

Towards semantic segmentation of orthophoto images using graph-based community identification. - Abdelmalik Moujahid; Fadi Dornaika; Yassine Ruichek; Karim Hammoudi (Neural Comput. Appl., 2019)

An efficient pyramid multi-level image descriptor: application to image-based parking lot monitoring. - Fadi Dornaika; Karim Hammoudi; Mahmoud Melkemi; T. D. A. Phan (Signal Image Video Process., 2019)

SHREC 2020: Multi-domain protein shape retrieval challenge. - Florent Langenfeld; Yuxu Peng; Yu-Kun Lai; Paul L. Rosin; Tunde Aderinwale; Genki Terashi; Charles Christoffer; Daisuke Kihara; Halim Benhabiles; Karim Hammoudi; Adnane Cabani; Féryal Windal; et al. (Comput. Graph., 2020)

MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19. - Adnane Cabani; Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi (CoRR, 2020)

Voronoi-based image representation applied to binary visual cryptography. - Mahmoud Melkemi; Karim Hammoudi (Signal Process. Image Commun., 2020)

SHREC 2021: Surface-based Protein Domains Retrieval. - Florent Langenfeld; Tunde Aderinwale; Charles Christoffer; Woong-Hee Shin; Genki Terashi; Xiao Wang 004; Daisuke Kihara; Halim Benhabiles; Karim Hammoudi; Adnane Cabani; Féryal Windal; Mahmoud Melkemi; et al. (3DOR, 2021)

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. - Karim Hammoudi; Halim Benhabiles; Mahmoud Melkemi; Fadi Dornaika; Ignacio Arganda-Carreras; Dominique Collard; Arnaud Scherpereel (J. Medical Syst., 2021)

SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (CoRR, 2022)

A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. - Ziheng Yang; Halim Benhabiles; Karim Hammoudi; Féryal Windal; Ruiwen He; Dominique Collard (Neural Comput. Appl., 2022)

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. - Karim Hammoudi; Adnane Cabani; Bouthaina Slika; Halim Benhabiles; Fadi Dornaika; Mahmoud Melkemi (J. Heal. Informatics Res., 2022)

Automatic Quantification of Lung Infection Severity in Chest X-ray Images. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi; Vinh Truong Hoang (SSP, 2023)

Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images. - Bouthaina Slika; Fadi Dornaika; Hamid Merdji; Karim Hammoudi (CoRR, 2023)

Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity. - Fadi Dornaika; D. Sun; Karim Hammoudi; Jinan Charafeddine; Adnane Cabani; Chongsheng Zhang (Pattern Recognit., 2023)

Predicting Lung Infection Severity in Chest X-Ray Images Through Multi-score Assessment. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi (SADASC (1), 2024)

SHREC 2024: Recognition of dynamic hand motions molding clay. - Ben Veldhuijzen; Remco C. Veltkamp; Omar Ikne; Benjamin Allaert; Hazem Wannous; Marco Emporio; Andrea Giachetti 001; Joseph J. LaViola; Ruiwen He; Halim Benhabiles; Adnane Cabani; Anthony Fleury; et al. (Comput. Graph., 2024)

Lung pneumonia severity scoring in chest X-ray images using transformers. - Bouthaina Slika; Fadi Dornaika; Hamid Merdji; Karim Hammoudi (Medical Biol. Eng. Comput., 2024)

3D Visualization and Interaction for Studying Respiratory Infections by Exploiting 2D CNN-Derived Attention Maps and Lung Models. - Mohamed El Fateh Hadjarsi; Adnan Mustafic; Mahmoud Melkemi; Iyed Dhahri; Karim Hammoudi (BIOSTEC (1), 2025)

Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation. - Bouthaina Slika; Fadi Dornaika; Fares Bougourzi; Karim Hammoudi (CVPR Workshops, 2025)

Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images. - Bouthaina Slika; Fadi Dornaika; Karim Hammoudi (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. - Gabriele Paolini; Claudio Tortorici; Stefano Berretti; Ahmed Hazem Youssef; Halim Benhabiles; Adnane Cabani; Ruiwen He; Karim Hammoudi; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Divya Velayudhan; Maregu Assefa; et al. (CoRR, 2025)

PViTGAtt-IP: Severity Quantification of Lung Infections in Chest X-Rays and CT Scans via Parallel and Cross-Attended Encoders. - Bouthaina Slika; Fadi Dornaika; Fares Bougourzi; Karim Hammoudi (IEEE Trans. Big Data, 2025)