Search Results - "Stacked denoising convolution autoencoder"

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    Temporal denoising and deep feature learning for enhanced defect detection in thermography using stacked denoising convolution autoencoder by Yerneni, Naga Prasanthi, Ghali, V.S., Vesala, G.T., Wang, Fei, Mulaveesala, Ravibabu

    ISSN: 1350-4495
    Published: Elsevier B.V 01.12.2024
    Published in Infrared physics & technology (01.12.2024)
    “…•Temporal denoising of thermal profiles along with deep feature learning for enhanced defect detection in FMTWI is highlighted through a stacked denoising convolution autoencoder…”
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    Journal Article
  2. 2

    Anomaly Detection Through Deep Feature Extraction for Automatic Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging by Yerneni, Naga Prasanthi, Ghali, V. S., Swapna, M. N., Vesala, G. T.

    ISSN: 1061-8309, 1608-3385
    Published: Moscow Pleiades Publishing 01.04.2025
    Published in Russian journal of nondestructive testing (01.04.2025)
    “… The proposed model utilizes the pretrained stacked denoising convolution autoencoder (SDCAE) to extract deep features and feed them to a local outlier factor (LOF…”
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    Journal Article