Enhanced and Automatic Defect Detection in Thermography using Stacked Denoising Autoencoder

Active infrared thermography (AIRT) with frequency-modulated stimuli has emerged as a feasible and cost-effective non-destructive testing method for checking a variety of materials, with improved fault identification and depth resolution. However, assessing this non-stationary thermal response while...

Celý popis

Podrobná bibliografia

Vydané v:	2024 5th IEEE Global Conference for Advancement in Technology (GCAT) s. 1 - 8
Hlavní autori:	Vesala, G. T., Ghali, V. S., Lakshmi, A. Vijaya, Wang, Fei, Yerneni, Naga Prasanthi
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 04.10.2024
Predmet:	Autoencoder Autoencoders Defect detection Feature extraction Frequency modulated thermography Frequency modulation Infrared imaging Latent space Local outlier factor Noise reduction Stacked denoising autoencoder Steel Thermal analysis Thermal noise Vectors
ISBN:	9798350376661
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!