Mr. Julien Miranda Profile

Julien Miranda

at Lab d'Analyse et d'Architecture des Systèmes du CNRS

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Publications (2)

SPIE Journal Paper | 3 March 2020

Hybridization of deep and prototypical neural network for rare defect classification on aircraft fuselage images acquired by an unmanned aerial vehicle

Julien Miranda, Jannic Veith, Stanislas Larnier, Ariane Herbulot, Michel Devy

JEI, Vol. 29, Issue 04, 041010, (March 2020) https://doi.org/10.1117/12.10.1117/1.JEI.29.4.041010

KEYWORDS: Data modeling, Neural networks, Prototyping, Image classification, Unmanned aerial vehicles, Machine learning, Defect detection, Inspection, 3D modeling, Optical inspection

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Proceedings Article | 16 July 2019 Paper

Machine learning approaches for defect classification on aircraft fuselage images aquired by an UAV

Julien Miranda, Jannic Veith, Stanislas Larnier, Ariane Herbulot, Michel Devy

Proceedings Volume 11172, 1117208 (2019) https://doi.org/10.1117/12.2520567

KEYWORDS: Data modeling, Machine learning, Statistical modeling, Image classification, Unmanned aerial vehicles, Optical inspection, Detection and tracking algorithms, Convolution, Defect detection, Inspection

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