{"title":"分生葱细胞图像的分割和细胞核特征的提取,用于有丝分裂指数的评价","authors":"J. Gocławski, J. Sekulska-Nalewajko, P. Anioł","doi":"10.1109/MEMSTECH.2008.4558758","DOIUrl":null,"url":null,"abstract":"This paper presents the segmentation method of Allium cell images preceding the extraction of nuclei features that are capable to distinguish interphase and mitotic events. The segmentation consists in the isolation of cell regions and then local edge-based thresholding of nuclei parts including the corrections of observed artefacts. The ability of the separation of mitotic phases groups was tested for the nuclei textural and shape features using information gain ratio and Bayesian classification error.","PeriodicalId":265845,"journal":{"name":"2008 International Conference on Perspective Technologies and Methods in MEMS Design","volume":"353 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The segmentation of meristematic Allium cell images and extraction of nuclei features for the purpose of mitotic index evaluation\",\"authors\":\"J. Gocławski, J. Sekulska-Nalewajko, P. Anioł\",\"doi\":\"10.1109/MEMSTECH.2008.4558758\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the segmentation method of Allium cell images preceding the extraction of nuclei features that are capable to distinguish interphase and mitotic events. The segmentation consists in the isolation of cell regions and then local edge-based thresholding of nuclei parts including the corrections of observed artefacts. The ability of the separation of mitotic phases groups was tested for the nuclei textural and shape features using information gain ratio and Bayesian classification error.\",\"PeriodicalId\":265845,\"journal\":{\"name\":\"2008 International Conference on Perspective Technologies and Methods in MEMS Design\",\"volume\":\"353 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-05-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 International Conference on Perspective Technologies and Methods in MEMS Design\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MEMSTECH.2008.4558758\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International Conference on Perspective Technologies and Methods in MEMS Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MEMSTECH.2008.4558758","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The segmentation of meristematic Allium cell images and extraction of nuclei features for the purpose of mitotic index evaluation
This paper presents the segmentation method of Allium cell images preceding the extraction of nuclei features that are capable to distinguish interphase and mitotic events. The segmentation consists in the isolation of cell regions and then local edge-based thresholding of nuclei parts including the corrections of observed artefacts. The ability of the separation of mitotic phases groups was tested for the nuclei textural and shape features using information gain ratio and Bayesian classification error.