J. M. Teixeira, Bernardo Reis, V. Teichrieb, J. Kelner
{"title":"An optimized label-broadcast parallel algorithm for connected components labeling","authors":"J. M. Teixeira, Bernardo Reis, V. Teichrieb, J. Kelner","doi":"10.1109/SPL.2010.5483030","DOIUrl":null,"url":null,"abstract":"This paper presents a simple and fast algorithm for labeling connected components in binary images, based on a parallel label-broadcast paradigm. A grid of processing units (called spiders) is used and each element is responsible for updating its label value, during a specific number of iterations. We describe the design and implementation of an embedded architecture for real-time labeling of black and white images based on FPGA technology. Since the image is divided and processed independently by processing elements, it is possible to use the proposed algorithm in an FPGA platform attached to an image sensor and have a focal plane processor circuit-like.","PeriodicalId":372692,"journal":{"name":"2010 VI Southern Programmable Logic Conference (SPL)","volume":"22 14_suppl 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 VI Southern Programmable Logic Conference (SPL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SPL.2010.5483030","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents a simple and fast algorithm for labeling connected components in binary images, based on a parallel label-broadcast paradigm. A grid of processing units (called spiders) is used and each element is responsible for updating its label value, during a specific number of iterations. We describe the design and implementation of an embedded architecture for real-time labeling of black and white images based on FPGA technology. Since the image is divided and processed independently by processing elements, it is possible to use the proposed algorithm in an FPGA platform attached to an image sensor and have a focal plane processor circuit-like.