Multitask Learning for Unified Optical Surface Inspection: A Single Shared-Encoder Architecture for Thermal Reconstruction, Phase Unwrapping, and Defect Detection

This is a preprint. The final peer-reviewed Version of Record is published in Advances in Science and Engineering, Vol. 1 No. 1 (2026). Official URL: https://callpress.org/index.php/ase/article/view/32

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-02
DOI
https://doi.org/10.5281/zenodo.19391589
Primary Topic
Thermography and Photoacoustic Techniques
Type
article
Field-Weighted Citation Impact
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article

Multitask Learning for Unified Optical Surface Inspection: A Single Shared-Encoder Architecture for Thermal Reconstruction, Phase Unwrapping, and Defect Detection

maleb
Zenodo (CERN European Organization for Nuclear Research)
Thermography and Photoacoustic Techniques
article

Multitask Learning for Unified Optical Surface Inspection: A Single Shared-Encoder Architecture for Thermal Reconstruction, Phase Unwrapping, and Defect Detection

maleb
article en

Abstract

This is a preprint. The final peer-reviewed Version of Record is published in Advances in Science and Engineering, Vol. 1 No. 1 (2026). Official URL: https://callpress.org/index.php/ase/article/view/32

Zenodo (CERN European Organization for Nuclear Research)
Sustainable cities and communities
Openalex Percentile: Top 6%
Thermography and Photoacoustic Techniques
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Multitask Learning for Unified Optical Surface Inspection: A Single Shared-Encoder Architecture for Thermal Reconstruction, Phase Unwrapping, and Defect Detection — maleb · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS