Automated Defect Recognition on X-ray Radiographs of Solid Propellant Using Deep Learning Based on Convolutional Neural Networks

Author:

Gamdha DhruvORCID,Unnikrishnakurup Sreedhar,Rose K. J. Jyothir,Surekha M.,Purushothaman Padma,Ghose Bikash,Balasubramaniam Krishnan

Funder

Defence Research and Development Organisation

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Mechanics of Materials

Reference38 articles.

1. Brooks, W.: Solid propellant grain design and internal ballistics, vol 8076. National Aeronautics and Space Administration (1972)

2. Davenas, A.: Solid Rocket Propulsion Technology. Newnes, Oxford (2012)

3. Halmshaw, R.: Industrial Radiology: Theory and Practice, vol. 21. Chapman Hall, London (2012)

4. Ghose, B., Kankane, D.: Estimation of location of defects in propellant grain by X-ray radiography. NDT E Int. 41(2), 125–128 (2008)

5. Deprins, E.: Digital radiography in ndt applications. CINDE J. 25(4), 14–16 (2004)

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