Xiaoyan Du, Jun Zhong. Insulator Image Segmentation Based on Improved Unit-Linking Pulse-Coupled Neural Network[J]. Laser & Optoelectronics Progress, 2019, 56(15): 151005
- Laser & Optoelectronics Progress
- Vol. 56, Issue 15, 151005 (2019)
![Segmentation results of insulator images under different weather conditions. (a) Original images; (b) gray images; (c) segmentation results of MIEP; (d) segmentation results of algorithm in Ref. [11]; (e) segmentation results of algorithm in Ref. [4]; (f) segmentation results of proposed method](/richHtml/lop/2019/56/15/151005/img_1.jpg)
Fig. 1. Segmentation results of insulator images under different weather conditions. (a) Original images; (b) gray images; (c) segmentation results of MIEP; (d) segmentation results of algorithm in Ref. [11]; (e) segmentation results of algorithm in Ref. [4]; (f) segmentation results of proposed method
![Segmentation results of insulator images under different SNRs. (a) Gray images after adding noise; (b) segmentation results of MIEP; (c) segmentation results of algorithm in Ref. [11]; (d) segmentation results of algorithm in Ref. [4]; (e) segmentation results of proposed method](/richHtml/lop/2019/56/15/151005/img_2.jpg)
Fig. 2. Segmentation results of insulator images under different SNRs. (a) Gray images after adding noise; (b) segmentation results of MIEP; (c) segmentation results of algorithm in Ref. [11]; (d) segmentation results of algorithm in Ref. [4]; (e) segmentation results of proposed method
Fig. 3. Comprehensive evaluation results under different SNRs
|
Table 1. Comparison of segmentation performance of four methods under different weather conditions
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20