{"title":"High Dynamic Range Video Camera with Elements of the Pattern Recognition","authors":"A. Sergiyenko, P. Serhiienko, Juriy Zorin","doi":"10.1109/ELNANO.2018.8477556","DOIUrl":null,"url":null,"abstract":"The issues of development of the system for the high dynamic range (HDR) image processing are considered. The HDR images are often used in the medical image processing and pattern recognition. The modified Retinex method for the HDR image compression is proposed, in which the bilateral filter is substituted by the adaptive filter. This edge-preserving filter is based on the Harris-Laplace detectors, and on the Gauss filter with the regulated kernel. The detector outputs give the information about the local properties of the image and can help to perform the effective pattern recognition. The experimental HDR video camera is built on the base of the Lattice HDR-60 board.","PeriodicalId":269665,"journal":{"name":"2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ELNANO.2018.8477556","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
The issues of development of the system for the high dynamic range (HDR) image processing are considered. The HDR images are often used in the medical image processing and pattern recognition. The modified Retinex method for the HDR image compression is proposed, in which the bilateral filter is substituted by the adaptive filter. This edge-preserving filter is based on the Harris-Laplace detectors, and on the Gauss filter with the regulated kernel. The detector outputs give the information about the local properties of the image and can help to perform the effective pattern recognition. The experimental HDR video camera is built on the base of the Lattice HDR-60 board.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
