Karim Hammoudi

Orcid: 0000-0002-4804-4796

Affiliations:
  • University of Upper Alsace, Department of Computer Science, France


According to our database1, Karim Hammoudi authored at least 37 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Lung pneumonia severity scoring in chest X-ray images using transformers.
Medical Biol. Eng. Comput., August, 2024

SHREC 2024: Recognition of dynamic hand motions molding clay.
Comput. Graph., 2024

2023
Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity.
Pattern Recognit., July, 2023

Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images.
CoRR, 2023

Automatic Quantification of Lung Infection Severity in Chest X-ray Images.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

2022
SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data.
J. Heal. Informatics Res., December, 2022

A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images.
Neural Comput. Appl., 2022

SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation.
CoRR, 2022

2021
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19.
J. Medical Syst., 2021


2020
Voronoi-based image representation applied to binary visual cryptography.
Signal Process. Image Commun., 2020

MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19.
CoRR, 2020

SHREC 2020: Multi-domain protein shape retrieval challenge.
Comput. Graph., 2020

2019
An efficient pyramid multi-level image descriptor: application to image-based parking lot monitoring.
Signal Image Video Process., 2019

Towards semantic segmentation of orthophoto images using graph-based community identification.
Neural Comput. Appl., 2019

Deep Learning based Detection of Hair Loss Levels from Facial Images.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Image-Based Ciphering of Video Streams and Object Recognition for Urban and Vehicular Surveillance Services.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

Visual Communication with Successive Reading of Public and Secret Information by Generating Dual-Layer Images.
Proceedings of the 8th ACM/Eurographics Expressive Symposium, 2019


2018
Personalized Shares in Visual Cryptography.
J. Imaging, 2018

A Comparative Study of 2 Resolution-Level LBP Descriptors and Compact Versions for Visual Analysis.
Proceedings of the Advanced Multimedia and Ubiquitous Engineering, 2018

A Transfer Learning Exploited for Indexing Protein Structures from 3D Point Clouds.
Proceedings of the Processing and Analysis of Biomedical Information, 2018

Towards a Model of Car Parking Assistance System Using Camera Networks: Slot Analysis and Communication Management.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Analyzing and managing the slot occupancy of car parking by exploiting vision-based urban surveillance networks.
Proceedings of the International Conference on Selected Topics in Mobile and Wireless Networking, 2017

Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview.
Proceedings of the Cloud Infrastructures, Services, and IoT Systems for Smart Cities, 2017

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.
Proceedings of the PECCS 2015, 2015

Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Design, Implementation and Simulation of a Cloud Computing System for Enhancing Real-time Video Services by using VANET and Onboard Navigation Systems.
CoRR, 2014

2013
A Synergistic Approach for Recovering Occlusion-Free Textured 3D Maps of Urban Facades from Heterogeneous Cartographic Data.
CoRR, 2013

2012
Recovering quasi-real occlusion-free textures for facade models by exploiting fusion of image and laser street data and image inpainting.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Generating occlusion-free textures for virtual 3D model of urban facades by fusing image and laser street data.
Proceedings of the 2012 IEEE Virtual Reality, 2012

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).
PhD thesis, 2011

A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images.
Sensors, 2011

Generating Virtual 3D Model of Urban Street Facades by Fusing Terrestrial Multi-source Data.
Proceedings of the 7th International Conference on Intelligent Environments, 2011

2010
Extracting Outlined Planar Clusters of Street Facades from 3D Point Clouds.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Estimating 3D Polyhedral Building Models by Registering Aerial Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
Extracting 3D Polyhedral Building Models from Aerial Images Using a Featureless and Direct Approach.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009


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