Karim Hammoudi

49 papers A* 1B 1C 2Misc 1Journal 24Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	3D Visualization and Interaction for Studying Respiratory Infections by Exploiting 2D CNN-Derived Attention Maps and Lung Models. BIOSTEC (1) Mohamed El Fateh Hadjarsi, Adnan Mustafic, Mahmoud Melkemi, Iyed Dhahri, Karim Hammoudi
2025	C	`conf`	Detecting Critical Infrastructures in Disaster Images by Combining PSPNet and Genetic Algorithm-driven Hyperparameter Optimization. CoDIT Iyed Dhahri, Mahmoud Golabi, Karim Hammoudi, Lhassane Idoumghar
2025	J	`jnl`	Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention. CoRR Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi
2025	J	`jnl`	Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images. IEEE Trans. Emerg. Top. Comput. Intell. Bouthaina Slika, Fadi Dornaika, Karim Hammoudi
2025	J	`jnl`	PViTGAtt-IP: Severity Quantification of Lung Infections in Chest X-Rays and CT Scans via Parallel and Cross-Attended Encoders. IEEE Trans. Big Data Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi
2025	J	`jnl`	SHREC 2025: Protein surface shape retrieval including electrostatic potential. Comput. Graph. Taher Yacoub, Camille Depenveiller, Atsushi Tatsuma, Tin Barisin, Eugen Rusakov, Udo Göbel, Yuxu Peng, Shiqiang Deng, Yuki Kagaya, Joon Hong Park, Daisuke Kihara, Marco Guerra, Giorgio Palmieri, Andrea Ranieri, Ulderico Fugacci, Silvia Biasotti, Ruiwen He, Halim Benhabiles, Adnane Cabani, Karim Hammoudi, Haotian Li, Hao Huang, Chunyan Li, Alireza Tehrani, Fanwang Meng, Farnaz Heidar-Zadeh, Tuan-Anh Yang, Matthieu Montès
2025	J	`jnl`	SHREC 2025: Protein surface shape retrieval including electrostatic potential. CoRR Taher Yacoub, Camille Depenveiller, Atsushi Tatsuma, Tin Barisin, Eugen Rusakov, Udo Göbel, Yuxu Peng, Shiqiang Deng, Yuki Kagaya, Joon Hong Park, Daisuke Kihara, Marco Guerra, Giorgio Palmieri, Andrea Ranieri, Ulderico Fugacci, Silvia Biasotti, Ruiwen He, Halim Benhabiles, Adnane Cabani, Karim Hammoudi, Haotian Li, Hao Huang, Chunyan Li, Alireza Tehrani, Fanwang Meng, Farnaz Heidar-Zadeh, Tuan-Anh Yang, Matthieu Montès
2025	J	`jnl`	SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. CoRR 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, Naoufel Werghi
2025	—	`conf`	Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation. CVPR Workshops Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi
2025	C	`conf`	Voxel-Based 3D Visualization Approaches for Studying Lung Nodules from Chest X-Rays or CT Scans. IV Adnan Mustafic, Mahmoud Melkemi, Karim Hammoudi
2024	J	`jnl`	Lung pneumonia severity scoring in chest X-ray images using transformers. Medical Biol. Eng. Comput. Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi
2024	—	`conf`	Predicting Lung Infection Severity in Chest X-Ray Images Through Multi-score Assessment. SADASC (1) Bouthaina Slika, Fadi Dornaika, Karim Hammoudi
2024	J	`jnl`	SHREC 2024: Recognition of dynamic hand motions molding clay. Comput. Graph. Ben Veldhuijzen, Remco C. Veltkamp, Omar Ikne, Benjamin Allaert, Hazem Wannous, Marco Emporio, Andrea Giachetti, Joseph J. LaViola, Ruiwen He, Halim Benhabiles, Adnane Cabani, Anthony Fleury, Karim Hammoudi, Konstantinos Gavalas, Christoforos Vlachos, Athanasios Papanikolaou, Ioannis Romanelis, Vlassis Fotis, Gerasimos Arvanitis, Konstantinos Moustakas, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz
2023	—	`conf`	Automatic Quantification of Lung Infection Severity in Chest X-ray Images. SSP Bouthaina Slika, Fadi Dornaika, Karim Hammoudi, Vinh Truong Hoang
2023	J	`jnl`	Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity. Pattern Recognit. Fadi Dornaika, Danyang Sun, Karim Hammoudi, Jinan Charafeddine, Adnane Cabani, Chongsheng Zhang
2023	J	`jnl`	Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images. CoRR Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi
2022	J	`jnl`	A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. Neural Comput. Appl. Ziheng Yang, Halim Benhabiles, Karim Hammoudi, Féryal Windal, Ruiwen He, Dominique Collard
2022	J	`jnl`	SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. CoRR Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
2022	J	`jnl`	SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. J. Heal. Informatics Res. Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
2021	J	`jnl`	Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. J. Medical Syst. Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
2021	—	`conf`	SHREC 2021: Surface-based Protein Domains Retrieval. 3DOR Florent Langenfeld, Tunde Aderinwale, Charles Christoffer, Woong-Hee Shin, Genki Terashi, Xiao Wang, Daisuke Kihara, Halim Benhabiles, Karim Hammoudi, Adnane Cabani, Féryal Windal, Mahmoud Melkemi, Ekpo Otu, Reyer Zwiggelaar, David Hunter, Yonghuai Liu, Léa Sirugue, Huu-Nghia H. Nguyen, Tuan-Duy H. Nguyen, Vinh-Thuyen Nguyen-Truong, Danh Le, Hai-Dang Nguyen, Minh-Triet Tran, Matthieu Montès
2020	J	`jnl`	Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. CoRR Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
2020	J	`jnl`	MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19. CoRR Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi
2020	J	`jnl`	SHREC 2020: Multi-domain protein shape retrieval challenge. Comput. Graph. 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, Mahmoud Melkemi, Andrea Giachetti, Stelios K. Mylonas, Apostolos Axenopoulos, Petros Daras, Ekpo Otu, Matthieu Montès
2020	J	`jnl`	Voronoi-based image representation applied to binary visual cryptography. Signal Process. Image Commun. Mahmoud Melkemi, Karim Hammoudi
2019	J	`jnl`	An efficient pyramid multi-level image descriptor: application to image-based parking lot monitoring. Signal Image Video Process. Fadi Dornaika, Karim Hammoudi, Mahmoud Melkemi, T. D. A. Phan
2019	—	`conf`	Deep Learning based Detection of Hair Loss Levels from Facial Images. IPTA Halim Benhabiles, Karim Hammoudi, Ziheng Yang, Féryal Windal, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras
2019	—	`conf`	Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services. ICICT (2) Karim Hammoudi, Mohammed AbuTaha, Halim Benhabiles, Mahmoud Melkemi, Féryal Windal, Safwan El Assad, Audrey Queudet
2019	—	`conf`	Protein Shape Retrieval Contest. 3DOR@Eurographics Florent Langenfeld, Apostolos Axenopoulos, Halim Benhabiles, Petros Daras, Andrea Giachetti, Xusi Han, Karim Hammoudi, Daisuke Kihara, Tuan Manh Lai, Haiguang Liu, Mahmoud Melkemi, Stelios K. Mylonas, Genki Terashi, Yufan Wang, Féryal Windal, Matthieu Montès
2019	J	`jnl`	Towards semantic segmentation of orthophoto images using graph-based community identification. Neural Comput. Appl. Abdelmalik Moujahid, Fadi Dornaika, Yassine Ruichek, Karim Hammoudi
2019	—	`conf`	Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images. Expressive (Posters, Demos, and Artworks) Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Shashank Rao Kadapanatham
2018	—	`conf`	A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. MUE/FutureTech Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Halim Benhabiles, Féryal Windal, Oussama Taoufik
2018	—	`conf`	A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds. SaMBa@MICCAI Halim Benhabiles, Karim Hammoudi, Féryal Windal, Mahmoud Melkemi, Adnane Cabani
2018	J	`jnl`	Personalized Shares in Visual Cryptography. J. Imaging Karim Hammoudi, Mahmoud Melkemi
2018	—	`conf`	Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management. HPCC/SmartCity/DSS Karim Hammoudi, Adnane Cabani, Mahmoud Melkemi, Halim Benhabiles, Féryal Windal
2017	—	`conf`	Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks. MoWNet Karim Hammoudi, Mahmoud Melkemi, Halim Benhabiles, Fadi Dornaika, Sofiane Hamrioui, Joel J. P. C. Rodrigues
2017	—	`conf`	Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview. IISSC/CN4IoT Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika
2015	—	`conf`	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. PECCS Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu
2015	—	`conf`	Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. ANT/SEIT Karim Hammoudi, Halim Benhabiles, Mohamed Kasraoui, Nabil Ajam, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu
2014	J	`jnl`	Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems. CoRR Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu
2013	J	`jnl`	A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data. CoRR Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis
2012	A*	`conf`	Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data. VR Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, Nicolas Paparoditis
2012	—	`conf`	Recovering quasi-real occlusion-free textures for facade models by exploiting fusion of image and laser street data and image inpainting. WIAMIS Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis
2011	J	`jnl`	A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images. Sensors Karim Hammoudi, Fadi Dornaika
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	B	`conf`	Generating Virtual 3D Model of Urban Street Facades by Fusing Terrestrial Multi-source Data. Intelligent Environments Karim Hammoudi, Fadi Dornaika, Nicolas Paparoditis
2010	—	`conf`	Estimating 3D Polyhedral Building Models by Registering Aerial Images. ACIVS (2) Fadi Dornaika, Karim Hammoudi
2010	—	`conf`	Extracting Outlined Planar Clusters of Street Facades from 3D Point Clouds. CRV Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Nicolas Paparoditis
2009	Misc	`conf`	Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach. MVA Fadi Dornaika, Karim Hammoudi