Image processing through deep learning after DI extraction for the SHM of aeronautic composite structures using Lamb waves
Communication avec acte
Résumé
Ce papier présente une méthode de classification des dommages présents dans des plaques composites utilisées dans le contexte aéronautique. les approches utilisées sont issues du traitement du signal, de l'image et de l'apprentissage machine
Fichier(s) constituant cette publication
- Nom:
- PIMM_ICQCAV_2023_REBILLAT.pdf
- Taille:
- 624.7Ko
- Format:
- Description:
- Image processing through deep ...
- Fin d'embargo:
- 2024-02-29
Cette publication figure dans le(s) laboratoire(s) suivant(s)
Documents liés
Visualiser des documents liés par titre, auteur, créateur et sujet.
-
Article dans une revue avec comité de lectureABABSA, Fakhreddine; HADJ-ABDELKADER, Hicham; BOUI, Marouane (MDPI, 2020)The purpose of this paper is to investigate the problem of 3D human tracking in complex environments using a particle filter with images captured by a catadioptric vision system. This issue has been widely studied in the ...
-
Article dans une revue avec comité de lectureKHELALEF, Aziz; ABABSA, Fakhreddine; BENOUDJIT, Nabil (MAIK Nauka/Interperiodica (МАИК Наука/Интерпериодика), 2019)In this paper, we present a new deep learning-based human activity recognition technique. First, we track and extract human body from each frame of the video stream. Next, we abstract human silhouettes and use them to ...
-
Communication avec acteABABSA, Fakhreddine (Springer International Publishing, 2020)In recent years, a structural transformation of the manufacturing industry has been occurring as a result of the digital revolution. Thus, digital tools are now systematically used throughout the entire value chain, from ...
-
Communication avec acteFISCHINI, Antoine; ABABSA, Fakhreddine; GRASSER, Mickaël (2018)Augmented Reality (AR) is a strong growing research topic in several areas including industry, training, art and entertainment. AR can help users to achieve very complex tasks by enhancing their vision with useful and ...
-
Communication avec actePRUVOST, Martin; MIALOCQ, Pierre; ABABSA, Fakhreddine (2018)This paper presents an AR system architecture for assisting complex assembly work by adding visual information superimposed on the physical assembly parts.