Ravi Kiran, K. Ramakrishnan, Y. Senthil Kumar, Anoop K
{"title":"一种改进的递归标签传播连通组件标记方法","authors":"Ravi Kiran, K. Ramakrishnan, Y. Senthil Kumar, Anoop K","doi":"10.1109/NCC.2011.5734746","DOIUrl":null,"url":null,"abstract":"This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4–6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.","PeriodicalId":158295,"journal":{"name":"2011 National Conference on Communications (NCC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"An improved connected component labeling by recursive label propagation\",\"authors\":\"Ravi Kiran, K. Ramakrishnan, Y. Senthil Kumar, Anoop K\",\"doi\":\"10.1109/NCC.2011.5734746\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4–6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.\",\"PeriodicalId\":158295,\"journal\":{\"name\":\"2011 National Conference on Communications (NCC)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 National Conference on Communications (NCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NCC.2011.5734746\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 National Conference on Communications (NCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NCC.2011.5734746","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An improved connected component labeling by recursive label propagation
This paper describes a novel approach to the connected component labeling problem, derived from two fast labeling algorithms, Wu et al. and Park et al. We propose a method that improves over existing divide and conquer methods. We propose two new methods - First, hierarchical (coarse to fine) label propagation from various sub images. Second, the recursive boundary labeling method is only one neighbor based and thus is 4–6 times faster than the conventional 8 neighborhood scan. We study the theoretical labeling performance and speedup.