Laser & Optoelectronics Progress, Volume. 60, Issue 14, 1412001(2023)
Bone Stick Contour Dimension Measurement Based on Sub-Regional Adaptive Threshold Zernike Moments
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Ideal edge step model. (a) Original image edge; (b) image edge after rotation
Fig. 3. Edge contour discrimination algorithm flow
Fig. 4. Block diagram of improved Zernike moment algorithm
Fig. 5. Schematic diagram of MBR algorithm seeking point set
Fig. 6. Bone stick minimum external moment results. (a) Contour circumscribed rectangle; (b) minimum circumscribed moment of contour; (c) minimum circumscribed moment of bone stick image
Fig. 7. Schematic diagram of the imaging model
Fig. 8. Detection results of different edge detection algorithms. (a) Original drawings of bone stick; (b) Sobel algorithm; (c) Canny algorithm; (d) interpolation algorithm; (e) Zernike algorithm; (f) STZ algorithm
Fig. 9. Local rendering of edge of bone stick. (a) Interpolation algorithm; (b) Zernike algorithm; (c) STZ algorithm
Fig. 10. Bone stick image coordinate point error. (a) X-direction error; (b) Y-direction error
Fig. 11. Bone stick size measurement. (a) Actual length and measured length; (b) actual width and measured width
Fig. 12. Absolute error of measurement size. (a) Length direction; (b) width direction
Fig. 13. Mean absolute error of bone stick length and width measurement
Fig. 14. Relative error of measurement size. (a) Length direction; (b) width direction
Fig. 15. Average relative error of bone stick length and width measurement
Fig. 16. Root mean square error of bone stick length and width measurement
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Jiazhe Wang, Huiqin Wang, Rui Liu, Ke Wang, Zhan Wang. Bone Stick Contour Dimension Measurement Based on Sub-Regional Adaptive Threshold Zernike Moments[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1412001
Category: Instrumentation, Measurement and Metrology
Received: Jul. 18, 2022
Accepted: Sep. 5, 2022
Published Online: Jul. 17, 2023
The Author Email: Wang Huiqin (hqwang@xauat.edu.cn)