Laser & Optoelectronics Progress, Volume. 54, Issue 10, 101004(2017)
Image Edge Detection and Shape Reconstruction in Corneal Topography
In order to achieve the application of corneal topography instrument in clinical examination, the traditional Klyce three-dimensional reconstruction of the surface model is changed into the ray tracing method. 24 rings and 256 sub-pixel data per ring are obtained. The original assumed ellipsoid is estimated by the least squares method. The ellipsoid is corrected to obtain the most realistic corneal surface. First of all, the pixel level data information is obtained by the Canny algorithm. Then, the gray value of the data is smoothed to reduce the noise. And the gray gradient of the data is fitted 3 times to obtain the sub-pixel data. Finally, the clear images obtained by standard corneal topography are used for the three-dimensional reconstruction. By analyzing the curvature radii and diopter data obtained by both methods, the results show that the errors are less than 0.9%, and it proves that the proposed method is feasible.
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Xu Danyang, Gao Jianxun, Sui Chenghua1, Zhou Minghua. Image Edge Detection and Shape Reconstruction in Corneal Topography[J]. Laser & Optoelectronics Progress, 2017, 54(10): 101004
Category: Image Processing
Received: Apr. 23, 2017
Accepted: --
Published Online: Oct. 9, 2017
The Author Email: Danyang Xu (xudanyang@zjut.edu.cn)