Publications

Scientific publications and productions

List of publications and scientific outputs representative of research activity

A more complete list is available on Google Scholar.

Book Chapters

  • – H. Anzid, G. Le Goic, A. Bekkari, A. Mansouri, D. Mammass
    Enhancing Multimodal Image Fusion: A Novel DSmT and SVM Classification Approach with Integrated Saliency Model, in Advances and Application of DSmT for Information Fusion, Volume 5, Smarandache, Dezer, Tchamova Editors, 213-220, 2023.
  •  https://www.onera.fr/sites/default/files/297/DSmTBook5-December2023.pdf
  • – H. Anzid, G. Le Goic, A. Bekkari, A. Mansouri, D. Mammass
    Enhancing Multimodal Image Fusion: A Novel DSmT and SVM Classification Approach with Integrated Saliency Model, in Advances and Application of DSmT for Information Fusion, Volume 5, Smarandache, Dezer, Tchamova Editors, 213-220, 2023.
  •  https://www.onera.fr/sites/default/files/297/DSmTBook5-December2023.pdf

Recent articles from international journals (full list on Google Scholar and Hal)

Article 1
  • – Sajjad Fashandi, Keivan Ansari, Mohsen Mohseni, Hossein Yahyaei, and Alamin Mansouri, “Characterizing the bulk angular distribution of metal flakes in pigmented coating systems leveraging RTI,” Opt. Express 33 , 12673-12690 (2025)
Article 2
  • – Sajjad Fashandi , Keivan Ansari , Mohsen Mohseni , Hossein Yahyaei and Alamin Mansouri, characterizing optical behavior of automotive metal flake-pigmented coating systems using reflectance transformation imaging, Physica Scripta, Volume 100 (2), 2025.
Article 3
  • -H Anzid, G le Goic, A Bekkari, D Mammass, A Mansouri, A new SURF-based algorithm for robust registration of multimodal images data, The Visual Computer, 1-15, 2022.
Article 4
  • – Lewis, DA, Chatoux, H. & Mansouri, A. SFF-RTI: an active multi-light approach to shape from focus. Vis Comput 40, 2067–2079 (2024)
Article 5
  • – Castro, Y., Le Goïc, G., Chatoux, H. et al. A new pixel-wise data processing method for reflectance transformation imaging.  Vis Comput  40, 5287–5307 (2024). 
Article 6
  • – Cai, J., Boust, C., & Mansouri, A. (2024). ATSFCNN: a novel attention-based triple-stream fused CNN model for hyperspectral image classification. Machine Learning: Science and Technology ,  5 (1), 015024, (2024)
Article 7
  • – A Siatou, M Nurit, Y Castro, G Le Goïc, L Brambilla, C Degrigny, A Mansouri, New methodological approaches in Reflectance Transformation Imaging applications for conservation documentation of cultural heritage metal objects, Journal of Cultural Heritage 58, 274-283, 2022.
Article 8
  • – S Saha, A Siatou, A Mansouri, R Sitnik Supervised segmentation of RTI appearance attributes for change detection on cultural heritage surfaces, Heritage Science 10 (1), 1-15, 2022.
Article 9
  • – M Nurit, G Le Goïc, S Maniglier, P Jochum, A Mansouri, Reflectance Transformation Imaging Visual Saliency: Local and Global Approaches for Visual Inspection of Engineered Surfaces, Applied Sciences 12 (21), 10778, 2022.
Article 10

– A Siatou, M Nurit, Y Castro, G Le Goïc, L Brambilla, C Degrigny, A Mansour i, New methodological approaches in Reflectance Transformation Imaging applications for conservation documentation of cultural heritage metal objects, Journal of Cultural Heritage 58, 274-283, 2022.Image search results for "pdf icon"

Article 11

– H Anzid, G le Goic, A Bekkari, D Mammass, A Mansour i, A new SURF-based algorithm for robust registration of multimodal images data, The Visual Computer, 1-15, 2022.Image search results for "pdf icon"

Article 12
  • – S Saha, A Siatou, A Mansour i, R Sitnik Supervised segmentation of RTI appearance attributes for change detection on cultural heritage surfaces, Heritage Science 10 (1), 1-15, 2022.Image search results for "pdf icon"

Patents

  • 2022: A. Mansouri, R. Luxman, G. Le Goic, M. Rossé, RTI-Bot: an agile system for digitizing appearance, Invention declaration and maturation project (€200k)
  • 2020: G. Le Goic, Mansouri ; M. Nurit, Y. Castro, License transfer for software and a machine dedicated to the digitization of appearance with the company Altimet via SATT SAYENS
  • 2016: Y. Benezeth, S. Bobbia, J. Dubois, R. Macwan, Mansouri , “Monitoring the sleep quality of a baby by combining multimodal data including photoplethysmography”, FR 1655339, owned by the University of Burgundy
  • 2009: Franck MARZANI, Alamin MANSOURI , Pierre VABRE, Pierre GOUTON, Yvon VOISIN. Method for the analysis of a skin area. FR 0951233, co-owners University of Burgundy, CNRS and Dijon University Hospital, 26 February 2009.

Software development

Software

  • SpeXRTI:   Software for reconstructing and visualizing RTI-Multispectral appearance data
  • TACO : https://page.hn/5oot7b MS2AIOLI source code: https://page.hn/s9anv5 , TACO engine integrated into the AIOLI platform ( aioli.cloud/ ) developed by A. Pamart (MAP) within the framework of the ANR SUMUM project which I coordinated.
  • LIPS : LIPS is a Photoplethysmographic Sensor, Y. Benezeth, R. Macwan, A. Quilfen, A. Mansouri, Software registered with the AAP
  • ArchZoo3D (http://archzoo3d.weebly.com/) is software I developed as part of the PEPS ArchZoo3D project for archaeozoologists. It allows them to view and interactively manipulate objects (skeletal elements) in 3D within virtual excavation pits. This 3D visualization helps to understand and decipher certain sacrificial rites in Iron Age societies.

Databases

  • – RTI dataset for stitching and acquisition optimization ( https://zenodo.org/record/7315762#.Y-ZAwS_pNZo )
  • – Several datasets from the ANR SUMUM project that I coordinated:
    • AIOLI “Zett” multimodal construction site by Victor Vasarely: https://page.hn/qaxsdt
    • Cesar’s AIOLI multimodal transport hub “Controlled Expansion”: https://page.hn/wzldwg
    • AIOLI multimodal construction site “Tree of Snakes” by Niki de Saint Phalle: https://page.hn/mw4rp5
    • 3D model of Niki de Saint Phale’s sculpture “Tree-Serpents” (10 high-resolution scans, 7.7 GB of raw data (equivalent to 21.2 GB processed), 379 million points)
    • 3D model of Caesar’s sculpture
    • 3D model of the Vasarely Museum (14 high-resolution scans, 10.5 GB of raw data (equivalent to 52 GB processed), 559 million points)
  •  
  • – CHIC : A Color Hazy Images database for Comparison, link: http://chic.u-bourgogne.fr
  • – RPPG-UBFC : a database for rPPG estimation and algorithm evaluation, link: http://mansouri-alamin.org/projets/
  • – ArchZoo3D : A database of horse bones in 3D for zooarchaeology applications, link: https://github.com/jiji89/DB_Bones and link to the operating software : https://archzoo3d.weebly.com

International peer-reviewed conferences with published proceedings (IEEE and Springer LNCS only)

============= IEEE Conferences / IEEE-Xplorer ACM ISPRS=============

  • A Siatou, Y Castro, M Nurit, H Chatoux, G Le Goïc, C Degrigny, A Mansouri , A Methodological Approach for Multi-Temporal Tracking of Silver Tarnishing, Proceedings of the 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents, pp 5-13, 2022.

    A Pamart, R Roussel, E Hubert, A Colombini, R Saleri, EM Mouaddib, Y Castro, G Le Goic, A Mansouri , A Semantically Enriched Multimodal Imaging Approach Dedicated to Conservation and Restoration Studies, 9th Intl. 3D-ARCH Workshop “3D Virtual Reconstruction and Visualization of complex architectures, 2022

    A. Zendagui, JB. Thomas, G. Le Goic, Y. Castro, M. Nurit, A Mansouri , M. Pedersen, Quality assessment of reconstruction and relighting from RTI images: application to manufactured surfaces , International Conference on Signal-Image Technology & Internet-Based Systems, Sorento, Italy, IEEExplorer, 2019

    [22] R Cendre, A Mansouri , Y. Benezeth, F Marzani, JL Perrot, E Cinotti, Two Schemes for Automated Diagnosis of Lentigo on Confocal Microscopy Images , IEEE 4th International Conference on Signal and Image Processing, IEEExplorer, pp. 143-147, 2019

  • A. Zendagui, JB. Thomas, G. Le Goic, Y. Castro, M. Nurit, A Mansouri , M. Pedersen, Quality assessment of reconstruction and relighting from RTI images: application to manufactured surfaces , International Conference on Signal-Image Technology & Internet-Based Systems, Sorento, Italy, IEEExplorer, 2019
  • R Cendre, A Mansouri , Y. Benezeth, F Marzani, JL Perrot, E Cinotti, Two Schemes for Automated Diagnosis of Lentigo on Confocal Microscopy Images , IEEE 4th International Conference on Signal and Image Processing, IEEExplorer, pp. 143-147, 2019
  •  Richard Macwan, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Yadong Wu, A Mansouri , Parameter-free adaptive step-size multiobjective optimization applied to remote photoplethysmography, IEEE EMBS International Conference on Biomedical & Health Informatics, Romania, IEEExplorer, pp. 267-270, 2018
  • Richard Macwan, Serge Bobbia, Yannick Benezeth, Julien Dubois, A Mansouri , Periodic variance maximization using generalized eigenvalue decomposition applied to remote photoplethysmography estimation, IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR2018, pp. 1332-1340, 2018
  • G. Pitard, GL. Goic, A. Mansouri , H Favrelière, M Pillet, S. George, and JY. Hardeberg, “REFLECTANCE-BASED SURFACE SALIENCY”, IEEE-ICIP, Beijing, China, 2017 (
  • R. Macwan, Y Benezeth, A Mansouri , K Nakamura, R Gomez, “Remote Photoplethysmography measurement using constrained ICA”, E-Health and Bioengineering Conference (EHB), 2017, 430-433, 2017
  • J. H’roura, A. Bekkari, A Mansouri , M Roy, G. Le Goic, D. Mammass, A Bouzit, “3D object descriptors methods: Overview and trends”, Advanced Technologies for Signal and Image Processing (ATSIP), 2017; 1-9, 2017
  • H. Anzid, G. Le Goic, A. Bekkari, A. Mansouri , D. Mammass, “An automatic filtering algorithm for SURF-based registration of remote sensing images”, Advanced Technologies for Signal and Image Processing (ATSIP), 2017; 1-7, 2017
  • H. Anzid, G Le Goic, A Bekkarri, A Mansouri , D Mammass, “Improving point matching on multimodal images using distance and orientation automatic filtering, Computer Systems and Applications”, AICCSA 2016: 1-8, 2016 
  • J. El Khoury, JB Thomas, A Mansouri , “Does Dehazing Model Preserve Color Information? «, 10th Conference Signal-Image Technology and Internet-Based Systems (SITIS), Marrakech, Morocco, 606-613, 2014,
  • J. Barros, A. Habed, C. Demonceaux,  A. Mansouri , “Computer vision-based approach for rite decryption in old societies, Machine Vision and applications, MVA2015, Japan, 451-454, 2016

===========Conferences published in the LNCS series=============

  • J. El Khoury, JB. Thomas, A. Mansouri , A Spectral Hazy Image Database , International Conference on Image and Signal Processing, Marrakech, June, Springer LNCS, 2020
  • H, Anzid, G. Le Goic, A. Bekkari, A Mansouri , Driss Mammass, Benchmarking Saliency Detection Methods on Multimodal Image Data, International Conference on Image and Signal Processing, Springer LNCS, Cher.ourg, France, pp. 11-18, 2018
  • Jihad H’roura, Michaël Roy, A Mansouri , Driss Mammass, Patrick Juillion, Ali Bouzit, Patrice Méniel, Salient spin images: A descriptor for 3D object recognition, International Conference on Image and Signal Processing, Springer LNCS, Cherbourg, France, pp. 233-242, 2018
  • Jessica El Khoury, Jean-Baptiste Thomas, A Mansouri , Colorimetric screening of the haze model limits, International Conference on Image and Signal Processing, Springer LNCS, Cherbourg, France, pp. 481-489, 201
  • G. Pitard, G Le Goïc, A. Mansouri , H. Favrelière, M. Pillet, S. George, JY Hardeberg, “Robust Anomaly Detection Using Reflectance Transformation Imaging for Surface Quality Inspection”, Scandinavian Conference on Image Analysis, 550-561, 2017
  • J. El Khoury, JB. Thomas, A. Mansouri , “A color image database for haze model and dehazing methods evaluation”, International Conference on Image and Signal Processing, 109-117, 2016