Habilitation, Ph.D and Master Thesis

  1. Anass Nouri
    Analyse de contenus 3D par Machine et Deep learning : Aide au Diagnostic Médical et Évaluation de la Qualité Perçue.
    Habilitation Thesis2022.


  2. Anass Nouri
    Cartes de Saillance et Evaluation de la Qualité des Maillages 3D
    PhD Thesis, ENSICAEN/University of Caen, GREYC Lab, Caen France, 02 December 2016.


  3. Anass Nouri
    Benchmark autour des métriques d'évaluation sans référence de la qualité des images 2D
    Master Thesis, University of Poitiers, September 2013.

Patents

  1. Florent Autrusseau, Anass Nouri,Romain Bourcier
    Methods for Segmenting Digital Images, Devices and Systems for the Same
    Patent Eur. 20305143.8, submitted on Feb. 14th 2020;, published on European Patent Office in 21/12/2022 and in US patent Office in 16/03/2023.
  2. Anass Nouri, Florent Autrusseau, Romain Bourcier
    Method for Locating and Characterizing Bifurcations of a Cerebral Vascular Tree, Associated Methods and Devices
    European Patent pending, Number EP18306612.5, submitted on December 2018, publish on European Patent Office in 13.10.2021 and and in US patent Office in 03.03.2022.

Refereed Book Chapters

  1. A. Nouri, C. Charrier, O. Lézoray
    Visual Saliency and PerceptualQuality of 3D meshes
    Intelligent Multidimensional Data and Image Processing. 2018

Refereed International Journals

  1. Z. Ibork, A Nouri,O. Lézoray, C. Charrier, R. Touahni
    No Reference 3D Mesh Quality Assessment learned from Quality Scores on 2D Projections, IEEE Access, Vol. 12, pp. 106924-106936, 2024 (SJR Q1)
  2. A Missonnier, V L'Allinec, PCD Beaufils, F Autrusseau, A Nouri, et al.
    Effects of induced arterial hypertension for vasospasm on unruptured and unsecured cerebral aneurysms (growth and rupture). A retrospective case-control study
    in Journal of Stroke and Cerebrovascular Diseases 33 (8), 107775 2024 (SJR Q2)
  3. I. Essadik, A. Nouri, R. Touahni, R. Bourcier, F. Autrusseau
    Automatic classification of the cerebral vascular bifurcations using dimensionality reduction and machine learning
    in Elsevier Neuroscience Informatics, Sept. 2022 2022 (SJR Q2)
  4. J. Boucherit, B. Kerleroux, G. Boulouis, G. Tessier, C. Rodriguez-Regent, P. Sporns, H. Ghannouchi, E. Shotar, F. Gariel, G. Marnat, J. Burel, H. Ifergan, G. Forestier, A. Rouchaud, H. Desal, A. Nouri, F. Autrusseau, G. Loirand, R. Bourcier, V. L’Allinec
    Vessel’s bifurcation geometry remodelling in de-novo and growing intracranial aneurysms. A multicenter study
    Journal of NeuroInterventional Surgery 2022 (SJR Q1).
  5. A. Nouri, F. Autrusseau, R. Bourcier et al.
    Characterization of 3D Bifurcations in Micro-scan and MRA-TOF Images of Cerebral Vasculature for Prediction of Intra-Cranial Aneurysms
    Elsevier Computerized Medical Imaging and Graphics (CMIG), Vol 80 2020 (SJR Q1).
  6. A. Nouri, C. Charrier, O. Lézoray
    A Genetically-based Combination of Visual Saliency and Roughness for F.R. 3D Mesh Quality Assessment - A statistical study
    The Computer Journal. 2020 (SJR Q2)
  7. A. Nouri, C. Charrier, O. Lézoray
    Multi-scale saliency with local adaptive patches for viewpoint selection
    Signal Processing: Image Communication, Vol. 38, pp. 151-166, 2015 (SJR Q2).

Refereed International Conferences

  1. A. Nouri ,O. Lézoray, Z. Ibork , C. Charrier, R. Touahni
    A Fully Automatic Colorimetric Saliency Detection Approach for 3D Meshes
    in International Conference on Signal, Image, Video and Communications (ISIVC - IEEE) 2024, accepted, to appear.
  2. Z. Ibork , A. Nouri ,O. Lézoray, C. Charrier
    No Reference 3D mesh quality assessment using deep convolutional features
    in 13th IEEE Int'l Symposium on Image and Signal Processing and Analysis (ISPA) 2023, pp. 1-6.
  3. I. Essadik , A. Nouri ,R. Touahni, F. Autrusseau
    Comparing Autoencoder to Geometrical Features for Vascular Bifurcations Identification
    in 13th IEEE Int'l Symposium on Image and Signal Processing and Analysis (ISPA) 2023, Vol. 35, n°17, pp. 103-1–103-6.
  4. O. Lézoray, A. Nouri
    3D Mesh Saliency from local spiral hop descriptor, IS\&T Electronic Imaging
    in IS&T Electronic Imaging 2023, Vol. 35, n°17, pp. 103-1–103-6.

  5. F. Autrusseau, R. Nader,A. Nouri, V. L’Allinec, R. Bourcier,
    Toward a 3D Arterial Tree Bifurcation Model for Intra-Cranial Aneurysm Detection and Segmentation
    in Intl. Conf. on Pattern Recog, ICPR'22, Montreal 2022.

  6. I. Essadik, A. Nouri, N. Lauzeral, R. Touahni, R. Bourcier, F. Autrusseau
    Combining machine learning and artery characterization to identify the main bifurcations in 3D vascular trees
    in SPIE Medical Imaging, San Diego, USA, 2022.

  7. S. Chater, N. Lauzeral, A. Nouri, Y. El Merabet, F. Autrusseau
    Learning from mouse CT-Scan brain images to detect MRA-TOF human vasculatures
    43rd International Conf. of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021.

  8. S. Bougleux, O.Lézoray, A. Nouri
    3D Colored Mesh Structure-Preserving Filtering With Adaptive P-Laplacian On Directed Graphs
    International Conference on Image Processing (ICIP IEEE) 2019, pp. 4380-4384 .

  9. A. Nouri, F. Autrusseau, R. Bourcier, A. Gaignard, V. L'Allinec, C. Menguy, J. Veziers, H. Desal, G. Loirand, R. Redon
    3D bifurcations characterization for intra-cranial aneurysms prediction
    SPIE Medical Imaging, San Diego, CA USA, Feb. 2019.


  10. A. Nouri, C. Charrier, O. Lézoray
    Global visual saliency: geometric and colorimetric saliency fusion and its applications for 3D colored meshes 
    International Conference on Image Processing Theory, Tools and Applications (IPTA), pp. 1-6, 2017


  11. A. Nouri, C. Charrier, O. Lézoray
    3D Blind Mesh Quality Assessment Index (BMQI)
    IS&T Electronics Imaging, Three-Dimensional Image Processing, Measurement, and Applications (3DPIM), vol. 18, pp. 9-26, 2017. Burlingame, California USA.


  12. A. Nouri, C. Charrier, O. Lézoray
    Full-reference Saliency-Based 3D Mesh Quality Assessment Index (SMQI) 
    International Conference on Image Processing (ICIP IEEE) 2016 - Phoenix-Arizona, USA. pp 1007-1011


  13. A. Nouri, C. Charrier, O. Lézoray
    Multi-scale Saliency of 3D colored Meshes
    International Conference on Image Processing (ICIP IEEE) 2015 - Quebec Canada. 
 pp. 2820-2824.


  14. A. Nouri, C. Charrier, O. Lézoray
    Mesh Saliency with Local Adaptive Patches
    SPIE Electronics Imaging, Three-Dimensional Image Processing, Measurement, and Applications (3DPIM) 2015 - SanFrancisco USA. pp. 93930D-93930D-12.


  15. A. Nouri, C. Charrier, H. Saadane, C. Fernandez-Maloigne
    A Statistical Comparison of No Reference Image Quality Assessment Algorithms 
    Color and Visual Computing Symposium (CVCS) Norway 2013.

Refereed French National Conferences

  1. Z. Ibork, A. Nouri, C. Charrier, O. Lézoray
    Évaluation sans référence de la qualité de maillages 3D par combinaison de prédictions sur projections 2D
    RFIAP (Reconnaissance des Formes, Image, Apprentissage et Perception) - Lille - France. 2024 .
  2. A. Nouri, C. Charrier, O. Lézoray
    Saillance visuelle globale et ses applications : Fusion de la saillance géomtrique et colorimétrique
    GRETSI (Groupe d'Etudes du Traitement du Signal et desImages) 2019 - Lille - France. 2019 .


  3. S. Bougleux, O. Lézoray, A. Nouri
    Préservation de la structure des maillages 3D colorés basée sur un P-Laplacien Adaptatif sur graphs dirigés
    GRETSI (Groupe d'Etudes du Traitement du Signal et desImages 2019 - Lille - France. 2019.


  4. A. Nouri, C. Charrier, O. Lézoray
    Indice d’évaluation avec référence de la qualité des maillages 3D basé sur la saillance visuelle
    CORESA (COmpression et REprésentation des Signaux Audiovisuels) 2017 - Caen France.


  5. A. Nouri,
    Saillance visuelle Multi-échelle des maillages 3D colorés pour le lissage et le débruitage adaptatifs
    SMC'2017: Data Engineering In Bioinformatics, Image and Data Analysis. Tangier - Morocco


  6. A. Nouri, C. Charrier, O. Lézoray
    Indice d'évaluation sans référence de la qualité des maillages 3D
    GRETSI (Groupe d'Etudes du Traitement du Signal et des Images) 2017 - Juan Les Pins - France.


  7. A. Nouri, C. Charrier, O. Lézoray
    Saillance Visuelle Multi-échelle des maillages 3D colorés
    CORESA (COmpression et REprésentation des Signaux Audiovisuels) 2016 - Nancy, France.


  8. A. Nouri, C. Charrier, O. Lézoray
    Saillance visuelle Multi-échelle des maillages 3D par patchs locaux adaptatifs pour la sélection des points de vues optimaux
    GRETSI (Groupe d'Etudes du Traitement du Signal et des Images) 2015 - Lyon, France.


Technical reports

  1. A. Nouri, C. Charrier, O. Lézoray
    Greyc 3D Colored Mesh Database
    Technical report. 2017.

Séminars

  1. A. Nouri
    La révolution de l'Intelligence Artificielle dans le domaine du Médical - Doit-on avoir peur ?
    Seminar in "Ramadan des Sciences" à la faculté des Sciences 2024Kénitra, Maroc
  2. A. Nouri
    3D bifurcations characterization for intra-cranial aneurysms prediction
    Seminar in "Intelligence Artificielle : Fondements et Applications" à l'Ecole Nationale Supérieure de chimie2021, Kénitra, Maroc.
  3. A. Nouri
    3D bifurcations characterization for intra-cranial aneurysms prediction
    Seminar of the Institut du Thorax, 2018, Noirmoutier-en-Ile, France.
  4. A. Nouri
    Three dimensional data analysis for computer graphics and medecine
    Faculty of Science, University Ibn Tofail, Kénitra - Morocco, 2017.
  5. A. Nouri
    Détection de la saillance visuelle géométrique sur les objets 3D
    De l’acquisition à la compression des objets 3D (AC3D), 2015, Furiani, Corse, France.