{"title":"使用高阶外推提高了滤色器阵列去马赛克的精度","authors":"J. S. J. Li, S. Randhawa","doi":"10.1109/ISSPA.2005.1580263","DOIUrl":null,"url":null,"abstract":"Demosaicking is a process to determine missing colour values at each pixel when a single-sensor digital camera is used for colour image capture. In this paper, we derived new extrapolation equations to improve the accuracy of demosaicking by including higher order terms of the Taylor series. Our proposed method will produce four direction-oriented estimates of the missing colour value, which will consist of at least one highly accurate approximation for selection as the output. By avoiding interpolation across an edge, our method gives more accurate colour estimation around edges. It has been shown that our method outperforms other techniques in colour accuracy, particularly at the edges of an image.","PeriodicalId":385337,"journal":{"name":"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Improved accuracy for colour filter array demosaicking using high order extrapolation\",\"authors\":\"J. S. J. Li, S. Randhawa\",\"doi\":\"10.1109/ISSPA.2005.1580263\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Demosaicking is a process to determine missing colour values at each pixel when a single-sensor digital camera is used for colour image capture. In this paper, we derived new extrapolation equations to improve the accuracy of demosaicking by including higher order terms of the Taylor series. Our proposed method will produce four direction-oriented estimates of the missing colour value, which will consist of at least one highly accurate approximation for selection as the output. By avoiding interpolation across an edge, our method gives more accurate colour estimation around edges. It has been shown that our method outperforms other techniques in colour accuracy, particularly at the edges of an image.\",\"PeriodicalId\":385337,\"journal\":{\"name\":\"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-08-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISSPA.2005.1580263\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSPA.2005.1580263","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Improved accuracy for colour filter array demosaicking using high order extrapolation
Demosaicking is a process to determine missing colour values at each pixel when a single-sensor digital camera is used for colour image capture. In this paper, we derived new extrapolation equations to improve the accuracy of demosaicking by including higher order terms of the Taylor series. Our proposed method will produce four direction-oriented estimates of the missing colour value, which will consist of at least one highly accurate approximation for selection as the output. By avoiding interpolation across an edge, our method gives more accurate colour estimation around edges. It has been shown that our method outperforms other techniques in colour accuracy, particularly at the edges of an image.