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Quantitative InfraRed Thermography Journal Volume 20, 2023 - Issue 5
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Research Article

Introduction of the combination of thermal fundamentals and Deep Learning for the automatic thermographic inspection of thermal bridges and water-related problems in infrastructures

I. Garridoa Department of Natural Resources and Environmental Engineering, CINTECX, Universidade de Vigo, GeoTECH Group, Campus Universitario de Vigo, Vigo, SpainCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-4415-4752View further author information
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S. Lagüelab Department of Cartographic and Land Engineering, Tidop Research Group, Eps Ávila, University of Salamanca, Ávila, SpainORCID Iconhttps://orcid.org/0000-0002-9427-3864View further author information
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Q. Fangc Computer Vision and Systems Laboratory, Department of Electrical and Computer Engineering, Université Laval, Québec, QC, CanadaORCID Iconhttps://orcid.org/0000-0002-4569-9893View further author information
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P. Ariasa Department of Natural Resources and Environmental Engineering, CINTECX, Universidade de Vigo, GeoTECH Group, Campus Universitario de Vigo, Vigo, SpainORCID Iconhttps://orcid.org/0000-0002-3547-8907View further author information
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Pages 231-255 | Received 28 Jul 2021, Accepted 28 Mar 2022, Published online: 18 Apr 2022

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J. Melada, P. Arosio, M. Gargano & N. Ludwig. (2023) Automatic thermograms segmentation, preliminary insight into spilling drop test. Quantitative InfraRed Thermography Journal 0:0, pages 1-15.
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Qiang Fang, Clemente Ibarra-Castanedo, Iván Garrido, Yuxia Duan & Xavier Maldague. (2023) Automatic Detection and Identification of Defects by Deep Learning Algorithms from Pulsed Thermography Data. Sensors 23:9, pages 4444.
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Alessandro Sabato, Shweta Dabetwar, Nitin Nagesh Kulkarni & Giancarlo Fortino. (2023) Noncontact Sensing Techniques for AI-Aided Structural Health Monitoring: A Systematic Review. IEEE Sensors Journal 23:5, pages 4672-4684.
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Giovanna Concu, Mariangela Deligia & Mauro Sassu. (2023) Seismic Analysis of Historical Urban Walls: Application to the Volterra Case Study. Infrastructures 8:2, pages 18.
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Dae-Hong Min, Byeong-su Jang & Hyung-Koo Yoon. (2023) Application of infrared thermography for estimating residual stress in ground anchors for maintenance. Scientific Reports 13:1.
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Morteza Moradi, Ramin Ghorbani, Stefano Sfarra, David M.J. Tax & Dimitrios Zarouchas. (2022) A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography. Sensors 22:23, pages 9361.
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Marc Lazaro, Antonio Lazaro, Benito González, Ramon Villarino & David Girbau. (2022) Long-Range Wireless System for U-Value Assessment Using a Low-Cost Heat Flux Sensor. Sensors 22:19, pages 7259.
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Iván Garrido, Mercedes Solla, Susana Lagüela & Mezgeen Rasol. (2022) Review of InfraRed Thermography and Ground-Penetrating Radar Applications for Building Assessment. Advances in Civil Engineering 2022, pages 1-20.
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