Nov 6, 2017 ¡¤ This article presents different convolutional neural network–based approaches for corrosion assessment on metallic surfaces.

Sep 1, 2018 ¡¤ It is shown that convolutional neural networks outperform state-of-the-art vision-based corrosion detection approaches that are developed based on texture and ...

This study evaluates the use of convolutional neural networks for corrosion detection. A convolutional neural network learns the appropriate classification ...

Sep 1, 2018 ¡¤ Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection. Atha, Deegan J; Jahanshahi, Mohammad R.

In order to work towards an AI-driven corrosion detection system, this paper aims to conduct a study that compares five deep convolutional neural networks to ...

Mar 31, 2022 ¡¤ In this paper, we present a deep learning corrosion detector that performs pixel-level segmentation of corrosion.

This study focuses on developing a computer vision-based approach to automatically measure the surface area of corrosion from an image of a test specimen. The ...

Nov 18, 2024 ¡¤ The proposed study introduces an innovative approach that significantly improves the accuracy of corrosion detection using a convolutional ...

Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection. Overview of attention for article published in ...

Jun 12, 2023 ¡¤ This research provides a comparison of techniques using convolutional neural networks (CNNs) on the one hand, and random forest (RF) classifiers within RGB and ...