Research Article
The Edge Detectors Suitable for Retinal OCT Image Segmentation
Table 1
Summary of edge detection techniques involved in retinal OCT image segmentation studies.
| Principles | Edge detection algorithms | Applications in OCT image analysis | References |
| Intensity-based | Canny edge detector | To obtain global gradient information | Yang et al. [12] | To extract global boundary | Shijian et al. [13] | Two-pass edge detection algorithm | To extract global boundary | Bagci et al. [14] | Bagci et al. [15] | Edge-tracking algorithm | To detect ILM | Rossant et al. [16] | Peak detection method | To detect the easily detected boundary ILM and OS/RPE | Cha and Han [17] | Gaussian smoothing + Sobel kernel | Lang et al. [18] |
| Texture-based | EdgeFlow technique | To detect global boundary of retinal OCT image | Niu et al. [19] |
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