Jingwei Liao, Mantao Wang, Zhouyu Tan, Weijun Gao, Yuchen Wang, Jie Zhang, Lixin Luo
{"title":"基于改进CV模型的植物病害斑分割算法的设计与实现","authors":"Jingwei Liao, Mantao Wang, Zhouyu Tan, Weijun Gao, Yuchen Wang, Jie Zhang, Lixin Luo","doi":"10.1109/IICSPI48186.2019.9095875","DOIUrl":null,"url":null,"abstract":"In view of the shortcomings of which CV model can’t divide grayscale uneven image and need to set the initial segmented contour manually and so on. This paper introduces Otsu algorithm based on the CV model, to make sure the Initial segmented contour and avoid the shortcomings which need to set the initial segmented contour manually, at the same time, making CV model get good segmentation effect on gray uneven image through introducing local variance. The result proves that though the number of iterations is less than original CV model, it also can get better effect than original CV model, Closer to the profile of plant disease in this paper, meanwhile, the method adopted by this paper make computing speed faster than the original algorithm.","PeriodicalId":318693,"journal":{"name":"2019 2nd International Conference on Safety Produce Informatization (IICSPI)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The Design and Implementation of Plant Disease Spot Segmentation Algorithm Based on Improved CV Model\",\"authors\":\"Jingwei Liao, Mantao Wang, Zhouyu Tan, Weijun Gao, Yuchen Wang, Jie Zhang, Lixin Luo\",\"doi\":\"10.1109/IICSPI48186.2019.9095875\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In view of the shortcomings of which CV model can’t divide grayscale uneven image and need to set the initial segmented contour manually and so on. This paper introduces Otsu algorithm based on the CV model, to make sure the Initial segmented contour and avoid the shortcomings which need to set the initial segmented contour manually, at the same time, making CV model get good segmentation effect on gray uneven image through introducing local variance. The result proves that though the number of iterations is less than original CV model, it also can get better effect than original CV model, Closer to the profile of plant disease in this paper, meanwhile, the method adopted by this paper make computing speed faster than the original algorithm.\",\"PeriodicalId\":318693,\"journal\":{\"name\":\"2019 2nd International Conference on Safety Produce Informatization (IICSPI)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 2nd International Conference on Safety Produce Informatization (IICSPI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IICSPI48186.2019.9095875\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 2nd International Conference on Safety Produce Informatization (IICSPI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IICSPI48186.2019.9095875","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Design and Implementation of Plant Disease Spot Segmentation Algorithm Based on Improved CV Model
In view of the shortcomings of which CV model can’t divide grayscale uneven image and need to set the initial segmented contour manually and so on. This paper introduces Otsu algorithm based on the CV model, to make sure the Initial segmented contour and avoid the shortcomings which need to set the initial segmented contour manually, at the same time, making CV model get good segmentation effect on gray uneven image through introducing local variance. The result proves that though the number of iterations is less than original CV model, it also can get better effect than original CV model, Closer to the profile of plant disease in this paper, meanwhile, the method adopted by this paper make computing speed faster than the original algorithm.