A thermographic data augmentation and signal separation method for defect detection

Defect identification in composite materials via thermography and deep learning techniques

(2020) Hyun-Tae Bang et al.   COMPOSITE STRUCTURES

Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis

(2020) Haibin Wu et al.   IEEE Transactions on Industrial Informatics

Independent component thermography for non-destructive testing of defects in polymer composites

(2019) Yi Liu et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Low-Rank Sparse Principal Component Thermography (Sparse-PCT): Comparative assessment on detection of subsurface defects

(2019) Bardia Yousefi et al.   INFRARED PHYSICS & TECHNOLOGY

Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites

(2019) Yi Liu et al.   IEEE Transactions on Industrial Informatics

Dynamic Scanning Electromagnetic Infrared Thermographic Analysis Based on Blind Source Separation for Industrial Metallic Damage Evaluation

(2018) Yunze He et al.   IEEE Transactions on Industrial Informatics

Sparse Principal Component Thermography for Subsurface Defect Detection in Composite Products

(2018) Jin-Yi Wu et al.   IEEE Transactions on Industrial Informatics

Thermography data fusion and nonnegative matrix factorization for the evaluation of cultural heritage objects and buildings

(2018) Bardia Yousefi et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

(2018) Maayan Frid-Adar et al.   NEUROCOMPUTING

The thermographic signal reconstruction method: A powerful tool for the enhancement of transient thermographic images

(2015) Daniel L. Balageas et al.   Biocybernetics and Biomedical Engineering

Defect detection in CFRP structures using pulsed thermographic data enhanced by penalized least squares methods

(2015) Kaiyi Zheng et al.   COMPOSITES PART B-ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Improved non-destructive testing of carbon fiber reinforced polymer (CFRP) composites using pulsed thermograph

(2015) Kaiyi Zheng et al.   POLYMER TESTING

Automatic Defect Identification of Eddy Current Pulsed Thermography Using Single Channel Blind Source Separation

(2014) Bin Gao et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Nondestructive testing with thermography

(2013) Clemente Ibarra-Castanedo et al.   EUROPEAN JOURNAL OF PHYSICS

Spatial and Time Patterns Extraction of Eddy Current Pulsed Thermography Using Blind Source Separation

(2013) Libing Bai et al.   IEEE SENSORS JOURNAL

A comparison of the pulsed, lock-in and frequency modulated thermography nondestructive evaluation techniques

(2011) Krishnendu Chatterjee et al.   NDT & E INTERNATIONAL

Quantitative evaluation of angular defects by pulsed eddy current thermography

(2010) Ilham Zainal Abidin et al.   NDT & E INTERNATIONAL

Estimation of location of defects in propellant grain by X-ray radiography

(2007) Bikash Ghose et al.   NDT & E INTERNATIONAL