{"title":"基于新幂级数牛顿插值算法的图像放大研究","authors":"Lihua Hao, Naifan Zhang, Zhumao Lu, Yangjun Zhang","doi":"10.1109/IAEAC.2018.8577564","DOIUrl":null,"url":null,"abstract":"Image interpolation is one of the important techniques in image enlargement. Traditional linear interpolation and bi-cubic interpolation methods are unable to guarantee the derivative continuity at the end point of the interpolated interval. In the case of large-scale enlargement, there will be a Block or fuzzy phenomenon. In this paper, a new power series - Newton interpolation algorithm is proposed to achieve high resolution enlargement. The interpolation principle based on the new algorithm is also analyzed: At first, the programme construct the new power-series function, then this function is used to get the derivative, finally the derivative is utilized to construct the Newton-interpolation function. The test result shows that this algorithm can well reflect the gray-level change even in large-scale enlargement, can make up for the defects of the traditional algorithms.","PeriodicalId":6573,"journal":{"name":"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","volume":"22 1","pages":"2023-2027"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Image Enlargement Research based on New Power Series - Newton Interpolation Algorithm\",\"authors\":\"Lihua Hao, Naifan Zhang, Zhumao Lu, Yangjun Zhang\",\"doi\":\"10.1109/IAEAC.2018.8577564\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Image interpolation is one of the important techniques in image enlargement. Traditional linear interpolation and bi-cubic interpolation methods are unable to guarantee the derivative continuity at the end point of the interpolated interval. In the case of large-scale enlargement, there will be a Block or fuzzy phenomenon. In this paper, a new power series - Newton interpolation algorithm is proposed to achieve high resolution enlargement. The interpolation principle based on the new algorithm is also analyzed: At first, the programme construct the new power-series function, then this function is used to get the derivative, finally the derivative is utilized to construct the Newton-interpolation function. The test result shows that this algorithm can well reflect the gray-level change even in large-scale enlargement, can make up for the defects of the traditional algorithms.\",\"PeriodicalId\":6573,\"journal\":{\"name\":\"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)\",\"volume\":\"22 1\",\"pages\":\"2023-2027\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAEAC.2018.8577564\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAEAC.2018.8577564","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Image Enlargement Research based on New Power Series - Newton Interpolation Algorithm
Image interpolation is one of the important techniques in image enlargement. Traditional linear interpolation and bi-cubic interpolation methods are unable to guarantee the derivative continuity at the end point of the interpolated interval. In the case of large-scale enlargement, there will be a Block or fuzzy phenomenon. In this paper, a new power series - Newton interpolation algorithm is proposed to achieve high resolution enlargement. The interpolation principle based on the new algorithm is also analyzed: At first, the programme construct the new power-series function, then this function is used to get the derivative, finally the derivative is utilized to construct the Newton-interpolation function. The test result shows that this algorithm can well reflect the gray-level change even in large-scale enlargement, can make up for the defects of the traditional algorithms.