Automated vision system for magnetic particle inspection of crankshafts using convolutional neural networks

K Tout, A Meguenani, JP Urban, C Cudel - The International Journal of …, 2021 - Springer
This paper proposes a fully automated vision system to inspect the whole surface of
crankshafts, based on the magnetic particle testing technique. A stepper motor combined …

Assessment of aircraft engine blade inspection performance using attribute agreement analysis

J Aust, D Pons - Safety, 2022 - mdpi.com
Background—Visual inspection is an important element of aircraft engine maintenance to
assure flight safety. Predominantly performed by human operators, those maintenance …

Gage r2&e2: an effective tool to improve the visual control of products

JL Maire, M Pillet, N Baudet - International Journal of Quality & …, 2013 - emerald.com
Purpose–The variability of the results of a visual control is often high. This paper aims to
propose a new tool to give information about what improvement actions can be carried out to …

Automatic vision system for surface inspection and monitoring: Application to wheel inspection

K Tout - 2018 - theses.hal.science
Visual inspection of finished products has always been one of the basic and most
recognized applications of quality control in any industry. This inspection remains largely a …

Automatic vision system for wheel surface inspection and monitoring

K Tout, F Retraint, R Cogranne - ASNT Annual Conference 2017, 2017 - hal.science
In order to stand out from the competition, the only alternative for automotive industries,
including wheels manufacturing industries, is to grant lot of importance to their products …

Ability of quality controllers to detect standard scratches on polished surfaces

T Puntous, S Pavan, D Delafosse, M Jourlin… - Precision …, 2013 - Elsevier
The production of polished metal surfaces addresses a large number of fields such as
medical prostheses, jewellery or moulds. These surfaces are checked by people who rarely …

Fractal-entropy analysis of the results of measurements in nonlinear dynamical systems

YP Machekhin, YS Kurskoy - Measurement Techniques, 2014 - Springer
The foundations of the theory of measurements, developed in order to achieve correct
measurement of the characteristics of nonlinear dynamical systems, are presented. It is …

Automated vision system for crankshaft inspection using deep learning approaches

K Tout, M Bouabdellah, C Cudel… - … Conference on Quality …, 2019 - spiedigitallibrary.org
This paper proposes a fully automated vision system to inspect the whole surface of
crankshafts, based on the magnetic particle testing technique. Multiple cameras are needed …

Evaluation of an attributive measurement system in the automotive industry

C Simion - IOP Conference Series: Materials Science and …, 2016 - iopscience.iop.org
Abstract Measurement System Analysis (MSA) is a critical component for any quality
improvement process. MSA is defined as an experimental and mathematical method of …

Syntactic texture and perception for a new generic visual anomalies classification

SF Désage, G Pitard, M Pillet… - … on Quality Control …, 2015 - spiedigitallibrary.org
The research purpose is to improve aesthetic anomalies detection and evaluation based on
what is perceived by human eye and on the 2006 CIE report. 1 It is therefore important to …