Journal
CERAMICS INTERNATIONAL
Volume 48, Issue 11, Pages 15462-15469Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.ceramint.2022.02.080
Keywords
Mosaic ceramics; Defect detection; Rapid inspection; Detection system
Categories
Funding
- PhD Research Start-up Fund of Jingdezhen Ceramic Institute [20298002]
- Youth Fund of Jiangxi Provincial Department of Education [72005256]
- Youth Fund of Jiangxi Provincial Department of Educa-tion [72005256]
- Fund of Science and Technology Program of Jingdezhen City [20212GYZD009-19]
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Due to its unique artistic value, mosaic ceramics are widely used in construction-related fields. This paper proposes a new detection method and system platform to efficiently identify surface defects of mosaic ceramic tiles. The experiment proves that the detection system has a high detection rate for small defects and can quickly and accurately screen out high-quality, defect-free mosaic ceramic tiles, improving the quality and artistic value of mosaic ceramic art creation.
Due to its unique artistic value, mosaic ceramics are widely used in construction-related fields. To meet the artist's demand for high-quality mosaic ceramic to create artistic works, it is necessary to meet the needs for efficient screening of mosaic ceramic tiles. Different from the ordinary large-target ceramics, mosaic ceramics exhibit characteristics of small tile sizes, a variety of colors, large demand for quantities, and easy reflection on the surface. Common manual detection methods show problems of low efficiency or accuracy, easy to fatigue, and many others. To solve these problems, this paper proposes a new detection method to identify surface defects of mosaic ceramic tiles and designs a detection system platform to achieve rapid detection. The experiment proves that the detection system has a detection rate of 93.99% for small defects on the surface of mosaic ceramic tiles, and the detection time of a single mosaic ceramic tile is less than 0.06 s. The detection method can quickly and accurately screen out high-quality, defect-free mosaic ceramic tiles, which can effectively improve the quality and artistic value of mosaic ceramic art creation.
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