A rapid detection method for the surface defects of mosaic ceramic tiles |
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| Affiliation: | 1. School of Mechanical and Electrical Engineering, Jingdezhen Ceramic Institute, Jingdezhen, 333403, China;2. State Key Laboratory of Tribology, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China;3. School of Physics and Telecommunications Engineering, South China Normal University, Guangzhou, 510006, China;4. Guangdong Provincial Key Laboratory of Functional Soft Condensed Matter, School of Material and Energy, Guangdong University of Technology, Guangzhou, 511400, China;5. School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, 510640, China |
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| Abstract: | 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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| Keywords: | Mosaic ceramics Defect detection Rapid inspection Detection system |
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