Halim Benhabiles

Orcid: 0000-0003-2950-5312

According to our database1, Halim Benhabiles authored at least 34 papers between 2009 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models.
IEEE J. Biomed. Health Informatics, September, 2024

Histopathology image embedding based on foundation models features aggregation for patient treatment response prediction.
CoRR, 2024

Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans.
CoRR, 2024

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

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

A CNN-based methodology for cow heat analysis from endoscopic images.
Appl. Intell., 2022

A Coarse-to-Fine Segmentation Methodology Based on Deep Networks for Automated Analysis of Cryptosporidium Parasite from Fluorescence Microscopic Images.
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

A Cervix Detection Driven Deep Learning Approach for Cow Heat Analysis from Endoscopic Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 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
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
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
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
Convolutional neural network for pottery retrieval.
J. Electronic Imaging, 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
Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Dynamic 3D Facial Expression Recognition Using Robust Shape Features.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

2012
SHREC'12 Track: 3D Mesh Segmentation.
Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012

Kinematic Skeleton Extraction Based on Motion Boundaries for 3D Dynamic Meshes.
Proceedings of the 5th Eurographics Workshop on 3D Object Retrieval, 2012

2011
3D-mesh segmentation: automatic evaluation and a new learning-based method.
PhD thesis, 2011

Learning Boundary Edges for 3D-Mesh Segmentation.
Comput. Graph. Forum, 2011

2010
A comparative study of existing metrics for 3D-mesh segmentation evaluation.
Vis. Comput., 2010

A subjective experiment for 3D-mesh segmentation evaluation.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

2009
A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3D-models.
Proceedings of the IEEE International Conference on Shape Modeling and Applications, 2009


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