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Conference

A Comparative Evaluation of Self-Supervised Methods Applied to Rock Images Classification

Subjects: Self-Supervised Learning; Representation Learning; Digital Rock Physics Digital Rock Physics (DRP)Rome; Italy

  • Source: 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024)https://hal.science/hal-0447095019th International Joint

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Conference

Early Alterations of Diabetic Mouse Aortas Revealed by X-ray micro-CT

Subjects: Image analyis; extracellular matrix; aortaSaint Aubin; France

  • Source: Soleil User Meeting (SUM) ; https://hal.univ-reims.fr/hal-04453686 ; Soleil User Meeting (SUM), Synchrotron SOLEIL, 2024, Saint Aubin, France

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Conference

Segmentation d'IRM multimodales par réseaux de neurones : Stratégies de transfert d'apprentissage pour des ensembles de données de taille limitée

Subjects: Medical image processing; Deep Learning; Transfer LearningGrenoble; France

  • Source: IABM 2024 - Colloque français d’intelligence artificielle en imagerie biomédicale ; https://hal.science/hal-04541089 ; IABM 2024 - Colloque français d’intelligence artificielle en imagerie

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Academic Journal

Snow and Cloud Classification in Historical SPOT Images: An Image Emulation Approach for Training a Deep Learning Model Without Reference Data

Subjects: image classification SPOT World Heritage Sentinel-2 U-Net deep learning; image classification; SPOT World Heritage

  • Source: ISSN: 1939-1404 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; https://hal.science/hal-04570289 ; IEEE Journal of Selected Topics in Applied Earth Observations

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Academic Journal

A stochastic model based on Gaussian random fields to characterize the morphology of granular objects

Subjects: 3D modeling; Aggregate; Agglomerate

  • Source: ISSN: 0031-3203 ; Pattern Recognition ; https://hal-emse.ccsd.cnrs.fr/emse-04385637 ; Pattern Recognition, 2024, 149, pp.110255. ⟨10.1016/j.patcog.2024.110255⟩ ;

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Academic Journal

Simple Methods for Improving the Forensic Classification between Computer-Graphics Images and Natural Images

Subjects: Image forensics; Machine learning; Computer-graphics image

  • Source: ISSN: 2673-6756 ; Forensic Sciences ; https://hal.science/hal-04570386 ; Forensic Sciences, 2024, 4 (1), pp.164-183. ⟨10.3390/forensicsci4010010⟩ ; https://www.mdpi.com/2673-6756/4/1/10.

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Academic Journal

Energy variation and stress fields of spherical inclusions with eigenstrain in three-dimensional anisotropic bi-materials

Subjects: Inclusions; Interface; Anisotropic elasticity

  • Source: ISSN: 0020-7683 ; International Journal of Solids and Structures ; https://hal.science/hal-04501916 ; International Journal of Solids and Structures, 2024, 293, pp.112748.

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Academic Journal

DIC to evaluate a model composite system cracking due to CTE mismatch

Subjects: Thermomechanical behavior; Digital Image Correlation; Thermal expansion

  • Source: ISSN: 0167-8442 ; Theoretical and Applied Fracture Mechanics ; https://hal.science/hal-04538312 ; Theoretical and Applied Fracture Mechanics, 2024, 131, pp.104330.

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