One-Class Detection and Classification of Defects on Concrete Surfaces

• Published in: Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics pp. 826 - 831
• Main Authors: Faula, Yannick, Eglin, Veronique, Bres, Stephane
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.10.2021
• Subjects: Detectors; Generative adversarial networks; Humidity; Inspection; Neural networks; Rail transportation; Support vector machines

Today, railway infrastructure is subject to regular inspections carried out by image acquisition. Experts need automatic tools to process these images and extract defects. These defects can be classified in two categories : linear defects, like cracks, and surface defects, like spall, humidity, graf...