Shuangle Wu, Huiran Hu, Shimin Zhong, Fangyuan Sun, Qihan Zhao, and Yonghong Wang*
Author Affiliations
School of Instrument Science and Opto-Electronics Engineering, Hefei University of Technology, Hefei, Anhui 230009, Chinashow less
Fig. 1. Comparison of detection results of several edge detection operators. (a) Original image; (b) Sobel detection result; (c) Canny detection result; (d) Laplacian detection result
Fig. 2. Gray histograms before and after Laplacian transformation. (a) Interference fringes; (b) gray histograms of speckle background region; (c) gray histograms of speckle interference fringe region
Fig. 3. Segmentation result of second-order gradient entropy
Fig. 4. Result of binary region extraction
Fig. 5. Result of interference fringe region extraction
Fig. 6. Flow chart of algorithm for speckle interference fringe region extraction
Fig. 7. Second-order gradient entropies of different speckle interference fringe patterns. (a) Shearography fringes of circular measured object (left) and their second-order gradient entropy (right); (b) digital speckle interference fringes of circular measured object (left) and their second-order gradient entropy (right); (c) shearography fringes of rectangular measured object (left) and their second-order gradient entropy (right); (d) digital speckle interference fringes of rectangular object with sli
Fig. 8. Gray entropy corresponding to Fig. 7(a)
Fig. 9. Interception results of background and stripe areas
Fig. 10. Verification results of fringe region and background region. (a) Gray entropy of background region; (b) gray entropy of fringe region; (c) second-order gradient entropy of background region; (d) second-order gradient entropy of fringe region
Fig. 11. Classical interference fringe patterns. (a)-(c) Shearography fringes of objects with different shapes; (d)-(e) digital speckle interference fringes of objects with different shapes
Fig. 12. Interference fringe regions manually extracted in classical interference fringes shown in Fig. 11
Fig. 13. Different interference fringe patterns and corresponding extraction results. (a)-(h) Speckle interference fringe patterns; (a')-(h') extraction results of fringe region
Parameter | Gradient entropy | Average |
---|
Fig. 11(a) | Fig. 11(b) | Fig. 11(c) | Fig. 11 (d) | Fig. 11(e) |
---|
Max1(Q) | 6.8629 | 6.3655 | 5.598 | 6.1225 | 6.9419 | 6.3782 |
|
Table 1. Second-order gradient entropy corresponding to Fig. 11
Parameter | Gradient entropy | Average |
---|
Fig. 12 (a) | Fig. 12(b) | Fig. 12(c) | Fig. 12(d) | Fig. 12(e) |
---|
Max2(Q) | 5.6603 | 5.2949 | 4.5775 | 4.4336 | 5.5506 | 5.1034 | Min(Q) | 0 | 0 | 0.4571 | 0.3537 | 0.4999 | 0.2621 | Avg(Q) | 1.5211 | 1.7105 | 2.1247 | 1.5870 | 1.9778 | 1.7842 | Diff(max) | 1.2026 | 1.0706 | 1.0205 | 1.6889 | 1.3913 | 1.2748 |
|
Table 2. Second-order gradient entropy corresponding to Fig. 12