Halim Benhabiles

445 total citations
16 papers, 191 citations indexed

About

Halim Benhabiles is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Computer Graphics and Computer-Aided Design. According to data from OpenAlex, Halim Benhabiles has authored 16 papers receiving a total of 191 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Computer Vision and Pattern Recognition, 3 papers in Computational Mechanics and 3 papers in Computer Graphics and Computer-Aided Design. Recurrent topics in Halim Benhabiles's work include 3D Shape Modeling and Analysis (3 papers), Smart Parking Systems Research (2 papers) and AI in cancer detection (2 papers). Halim Benhabiles is often cited by papers focused on 3D Shape Modeling and Analysis (3 papers), Smart Parking Systems Research (2 papers) and AI in cancer detection (2 papers). Halim Benhabiles collaborates with scholars based in France, Spain and Algeria. Halim Benhabiles's co-authors include Mohamed Daoudi, Guillaume Lavoué, Jean‐Philippe Vandeborre, Karim Hammoudi, Mahmoud Melkemi, Fadi Dornaika, Adnane Cabani, Hedi Tabia, Dominique Collard and Ignacio Arganda‐Carreras and has published in prestigious journals such as Neural Computing and Applications, Computer Graphics Forum and IEEE Journal of Biomedical and Health Informatics.

In The Last Decade

Halim Benhabiles

15 papers receiving 185 citations

Peers

Halim Benhabiles
Nenglun Chen Hong Kong
Paulo Cezar Pinto Carvalho Brazil
Taoran Yi China
Yingjie Zhou China
Yawar Siddiqui Germany
Khoi Nguyen United States
Zizheng Yan China
Yueh-Cheng Liu Taiwan
Yidan Feng China
Ajad Chhatkuli Switzerland
Nenglun Chen Hong Kong
Halim Benhabiles
Citations per year, relative to Halim Benhabiles Halim Benhabiles (= 1×) peers Nenglun Chen

Countries citing papers authored by Halim Benhabiles

Since Specialization
Citations

This map shows the geographic impact of Halim Benhabiles's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Halim Benhabiles with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Halim Benhabiles more than expected).

Fields of papers citing papers by Halim Benhabiles

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Halim Benhabiles. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Halim Benhabiles. The network helps show where Halim Benhabiles may publish in the future.

Co-authorship network of co-authors of Halim Benhabiles

This figure shows the co-authorship network connecting the top 25 collaborators of Halim Benhabiles. A scholar is included among the top collaborators of Halim Benhabiles based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Halim Benhabiles. Halim Benhabiles is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

16 of 16 papers shown
1.
Benhabiles, Halim, et al.. (2024). A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models. IEEE Journal of Biomedical and Health Informatics. 28(9). 5562–5572. 3 indexed citations
2.
Hammoudi, Karim, et al.. (2022). SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. PubMed. 6(4). 442–460. 10 indexed citations
3.
Benhabiles, Halim, et al.. (2022). An Evaluation of Computational Learning-based Methods for the Segmentationof Nuclei in Cervical Cancer Cells from Microscopic Images. Current Computer - Aided Drug Design. 18(2). 81–94. 1 indexed citations
4.
Benhabiles, Halim, et al.. (2021). A CNN-based methodology for cow heat analysis from endoscopic images. Applied Intelligence. 52(8). 8372–8385. 2 indexed citations
5.
Benhabiles, Halim, et al.. (2021). A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images. Neural Computing and Applications. 34(17). 14223–14238. 15 indexed citations
6.
Hammoudi, Karim, Adnane Cabani, Halim Benhabiles, & Mahmoud Melkemi. (2020). Validating the CorrectWearing of Protection Mask by Taking a Selfie: Design ofa Mobile Application “CheckYourMask” to Limit the Spread of COVID-19. Computer Modeling in Engineering & Sciences. 124(3). 1049–1059. 11 indexed citations
7.
Αξενόπουλος, Απόστολος, Halim Benhabiles, Petros Daras, et al.. (2019). Protein Shape Retrieval Contest. Zenodo (CERN European Organization for Nuclear Research). 25–31. 2 indexed citations
8.
Benhabiles, Halim, et al.. (2019). Deep Learning based Detection of Hair Loss Levels from Facial Images. SPIRE - Sciences Po Institutional REpository. 1–6. 20 indexed citations
9.
Hammoudi, Karim, et al.. (2016). Developing A Vision-based Adaptive Parking Space Management System. International Journal of Sensors Wireless Communications and Control. 6(3). 192–200. 3 indexed citations
10.
Hammoudi, Karim, et al.. (2016). Self-driven and direct spatio-temporal mechanisms for the vision-based parking slot surveillance. 1327–1329. 2 indexed citations
11.
Benhabiles, Halim & Hedi Tabia. (2016). Convolutional neural network for pottery retrieval. Journal of Electronic Imaging. 26(1). 11005–11005. 6 indexed citations
12.
Hammoudi, Karim, et al.. (2015). Developing Vision-based and Cooperative Vehicular Embedded Systems for Enhancing Road Monitoring Services. Procedia Computer Science. 52. 389–395. 12 indexed citations
13.
14.
Benhabiles, Halim, Guillaume Lavoué, Jean‐Philippe Vandeborre, & Mohamed Daoudi. (2011). Learning Boundary Edges for 3D‐Mesh Segmentation. Computer Graphics Forum. 30(8). 2170–2182. 47 indexed citations
15.
Benhabiles, Halim, Jean‐Philippe Vandeborre, Guillaume Lavoué, & Mohamed Daoudi. (2010). A comparative study of existing metrics for 3D-mesh segmentation evaluation. The Visual Computer. 26(12). 1451–1466. 27 indexed citations
16.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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2026