{"title":"Demosaicking Algorithm Based on Accurate Edge-directed Interpolation","authors":"Yinan Wang, Rongchuan Cao, Yingzhou Guan, Xiangdong Chen, Tianliang Liu, Zhen-ming Yu","doi":"10.1145/3517077.3517092","DOIUrl":null,"url":null,"abstract":"In this paper, we proposed a new demosaicking algorithm for imaging system based on accurate edge detection. Different from the conventional demosaicking method, the proposed method has two steps: first, using thresholding method, the geometric distribution of the local region is investigated to detect the interpolation direction; second, different interpolation methods are adopted to recover the missing color components according to the local region statistics; As compared with the latest demosaicking methods, experiments showed that the proposed algorithm provided outstanding performance in terms of both objective and subjective image qualities.","PeriodicalId":233686,"journal":{"name":"2022 7th International Conference on Multimedia and Image Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 7th International Conference on Multimedia and Image Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3517077.3517092","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
In this paper, we proposed a new demosaicking algorithm for imaging system based on accurate edge detection. Different from the conventional demosaicking method, the proposed method has two steps: first, using thresholding method, the geometric distribution of the local region is investigated to detect the interpolation direction; second, different interpolation methods are adopted to recover the missing color components according to the local region statistics; As compared with the latest demosaicking methods, experiments showed that the proposed algorithm provided outstanding performance in terms of both objective and subjective image qualities.