Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1810009(2022)
Magnetic Tile Surface Defect Detection Algorithm Based on Improved Homomorphic Filtering and Canny Algorithm
Fig. 1. Structure chart of successive mean quantization transform
Fig. 2. Image comparison. (a) Original image; (b) enhanced image
Fig. 3. Flow chart of proposed algorithm
Fig. 4. Detection images of magnetic tile blowhole defect. (a) Original image; (b) Sobel; (c) proposed algorithm
Fig. 5. Detection images of magnetic tile surface defects. (a) Original images; (b) Sobel; (c) Canny; (d) OTSU; (e) literature [6]; (f) labeled defect; (g) proposed algorithm
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Zhixun Zhu, Lei Zhao, Heng Li, Hairui Wang. Magnetic Tile Surface Defect Detection Algorithm Based on Improved Homomorphic Filtering and Canny Algorithm[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1810009
Category: Image Processing
Received: Jun. 7, 2021
Accepted: Jul. 28, 2021
Published Online: Aug. 22, 2022
The Author Email: Zhao Lei (58042016@qq.com)