Based on the gradient of the central densitogram, Dubbelman et al. (
2003) defined the central thickness of the nucleus from the edges of the C3 zone, according to the Oxford classification system (Sparrow, Bron, Brown, Ayliffe, & Hill,
1986). In the present study, the complete nucleus was also defined by the boundaries of the C3 zone, the identification of which was based on the gradient of a Scheimpflug image. Therefore, a Canny edge filter (Canny,
1986) was used to compute the gradient
G, with
Gx and
Gy the components in
x- and
y-directions (radial and axial directions, respectively). The Canny edge filter was composed of the directional derivatives of a Gaussian filter (standard deviation
σ = 1 pixel) and was convoluted with the original image. Cook and Koretz (
1998) showed experimentally that for the detection of internal lens boundaries, the inverse magnitude of the gradient
Igrad provides good contrast:
To improve contrast, we used thresholding and gamma correction (factor 0.5) to map the values of
Igrad to values between zero (black) and one (white).
Figure 2 gives an example of the result of this procedure for the Scheimpflug image as shown in
Figure 1.