{"title":"切换中值滤波在二维大津图像分割中的应用","authors":"Hanmin Ye, Shi Yan, Xue Bai","doi":"10.1109/ICNISC.2017.00063","DOIUrl":null,"url":null,"abstract":"Aiming at the problem that traditional 2D Otsu algorithm is poor in image segmentation with serious noise pollution, a new image segmentation method based on the combination of median filter and 2-D Otsu is proposed. By using the switching median filter to the noise image anti-noise, and then use the two-dimensional Otsu to image segmentation to improve the segmentation effect. The experimental results show that the new method has a good segmentation effect on the gray image with high noise, and the advantage of this algorithm is more obvious when the noise is stronger.","PeriodicalId":429511,"journal":{"name":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Application of Switching Median Filter in Two-Dimensional Otsu Image Segmentation\",\"authors\":\"Hanmin Ye, Shi Yan, Xue Bai\",\"doi\":\"10.1109/ICNISC.2017.00063\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aiming at the problem that traditional 2D Otsu algorithm is poor in image segmentation with serious noise pollution, a new image segmentation method based on the combination of median filter and 2-D Otsu is proposed. By using the switching median filter to the noise image anti-noise, and then use the two-dimensional Otsu to image segmentation to improve the segmentation effect. The experimental results show that the new method has a good segmentation effect on the gray image with high noise, and the advantage of this algorithm is more obvious when the noise is stronger.\",\"PeriodicalId\":429511,\"journal\":{\"name\":\"2017 International Conference on Network and Information Systems for Computers (ICNISC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on Network and Information Systems for Computers (ICNISC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICNISC.2017.00063\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Network and Information Systems for Computers (ICNISC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICNISC.2017.00063","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Application of Switching Median Filter in Two-Dimensional Otsu Image Segmentation
Aiming at the problem that traditional 2D Otsu algorithm is poor in image segmentation with serious noise pollution, a new image segmentation method based on the combination of median filter and 2-D Otsu is proposed. By using the switching median filter to the noise image anti-noise, and then use the two-dimensional Otsu to image segmentation to improve the segmentation effect. The experimental results show that the new method has a good segmentation effect on the gray image with high noise, and the advantage of this algorithm is more obvious when the noise is stronger.