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ORCIDKarim Hammoudi
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- affiliation: University of Upper Alsace, Department of Computer Science, France
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2020 – today
- 2024
[j12]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:
SHREC 2024: Recognition of dynamic hand motions molding clay. Comput. Graph. 123: 104012 (2024)- [j11]Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi:
Lung pneumonia severity scoring in chest X-ray images using transformers. Medical Biol. Eng. Comput. 62(8): 2389-2407 (2024) - [c20]Bouthaina Slika, Fadi Dornaika, Karim Hammoudi:
Predicting Lung Infection Severity in Chest X-Ray Images Through Multi-score Assessment. SADASC (1) 2024: 3-16 - 2023
- [j10]Fadi Dornaika, D. Sun, Karim Hammoudi, Jinan Charafeddine, Adnane Cabani, Chongsheng Zhang:
Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity. Pattern Recognit. 139: 109481 (2023) - [c19]Bouthaina Slika, Fadi Dornaika, Karim Hammoudi, Vinh Truong Hoang:
Automatic Quantification of Lung Infection Severity in Chest X-ray Images. SSP 2023: 418-422 - [i6]Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi:
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images. CoRR abs/2303.11935 (2023) - 2022
- [j9]Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi:
SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. J. Heal. Informatics Res. 6(4): 442-460 (2022) - [j8]Ziheng Yang, Halim Benhabiles, Karim Hammoudi, Féryal Windal, Ruiwen He, Dominique Collard:
A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. Neural Comput. Appl. 34(17): 14223-14238 (2022) - [i5]Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi:
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. CoRR abs/2204.08458 (2022) - 2021
- [j7]Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel:
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. J. Medical Syst. 45(7): 75 (2021) - [c18]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:
SHREC 2021: Surface-based Protein Domains Retrieval. 3DOR 2021: 19-26 - 2020
- [j6]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:
SHREC 2020: Multi-domain protein shape retrieval challenge. Comput. Graph. 91: 189-198 (2020) - [j5]Mahmoud Melkemi, Karim Hammoudi:
Voronoi-based image representation applied to binary visual cryptography. Signal Process. Image Commun. 87: 115913 (2020) - [i4]Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel:
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. CoRR abs/2004.03399 (2020) - [i3]Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi:
MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19. CoRR abs/2008.08016 (2020)
2010 – 2019
- 2019
- [j4]Abdelmalik Moujahid, Fadi Dornaika, Yassine Ruichek, Karim Hammoudi:
Towards semantic segmentation of orthophoto images using graph-based community identification. Neural Comput. Appl. 31(S-2): 1155-1163 (2019) - [j3]Fadi Dornaika, Karim Hammoudi, Mahmoud Melkemi, T. D. A. Phan:
An efficient pyramid multi-level image descriptor: application to image-based parking lot monitoring. Signal Image Video Process. 13(8): 1611-1617 (2019) - [c17]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:
Protein Shape Retrieval Contest. 3DOR@Eurographics 2019: 25-31 - [c16]Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Shashank Rao Kadapanatham:
Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images. Expressive (Posters, Demos, and Artworks) 2019: 17-18 - [c15]Karim Hammoudi, Mohammed AbuTaha, Halim Benhabiles, Mahmoud Melkemi, Féryal Windal, Safwan El Assad, Audrey Queudet:
Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services. ICICT (2) 2019: 519-527 - [c14]Halim Benhabiles, Karim Hammoudi, Ziheng Yang, Féryal Windal, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras:
Deep Learning based Detection of Hair Loss Levels from Facial Images. IPTA 2019: 1-6 - 2018
- [j2]Karim Hammoudi, Mahmoud Melkemi:
Personalized Shares in Visual Cryptography. J. Imaging 4(11): 126 (2018) - [c13]Karim Hammoudi, Adnane Cabani, Mahmoud Melkemi, Halim Benhabiles, Féryal Windal:
Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management. HPCC/SmartCity/DSS 2018: 1248-1255 - [c12]Halim Benhabiles, Karim Hammoudi, Féryal Windal, Mahmoud Melkemi, Adnane Cabani:
A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds. SaMBa@MICCAI 2018: 82-89 - [c11]Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Halim Benhabiles, Féryal Windal, Oussama Taoufik:
A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis. MUE/FutureTech 2018: 221-227 - 2017
- [c10]Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika:
Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview. IISSC/CN4IoT 2017: 37-45 - [c9]Karim Hammoudi, Mahmoud Melkemi, Halim Benhabiles, Fadi Dornaika, Sofiane Hamrioui, Joel J. P. C. Rodrigues:
Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks. MoWNet 2017: 1-6 - 2015
- [c8]Karim Hammoudi, Halim Benhabiles, Mohamed Kasraoui, Nabil Ajam, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu:
Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. ANT/SEIT 2015: 389-395 - [c7]Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu:
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 2015: 174-179 - 2014
- [i2]Karim Hammoudi, Nabil Ajam, Mohamed Kasraoui, Fadi Dornaika, Karan Radhakrishnan, Karthik Bandi, Qing Cai, Sai Liu:
Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems. CoRR abs/1412.6149 (2014) - 2013
- [i1]Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis:
A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data. CoRR abs/1308.6401 (2013) - 2012
- [c6]Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, Nicolas Paparoditis:
Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data. VR 2012: 153-154 - [c5]Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Bruno Vallet, John McDonald, Nicolas Paparoditis:
Recovering quasi-real occlusion-free textures for facade models by exploiting fusion of image and laser street data and image inpainting. WIAMIS 2012: 1-4 - 2011
- [b1]Karim Hammoudi:
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). University of Paris-Est, France, 2011 - [j1]Karim Hammoudi, Fadi Dornaika:
A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images. Sensors 11(1): 228-259 (2011) - [c4]Karim Hammoudi, Fadi Dornaika, Nicolas Paparoditis:
Generating Virtual 3D Model of Urban Street Facades by Fusing Terrestrial Multi-source Data. Intelligent Environments 2011: 330-333 - 2010
- [c3]Fadi Dornaika, Karim Hammoudi:
Estimating 3D Polyhedral Building Models by Registering Aerial Images. ACIVS (2) 2010: 239-248 - [c2]Karim Hammoudi, Fadi Dornaika, Bahman Soheilian, Nicolas Paparoditis:
Extracting Outlined Planar Clusters of Street Facades from 3D Point Clouds. CRV 2010: 122-129
2000 – 2009
- 2009
- [c1]Fadi Dornaika, Karim Hammoudi:
Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach. MVA 2009: 378-381
Coauthor Index
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