数据采集与处理2016，Vol.31Issue(5)：845-855,11.DOI:10.16337/j.1004-9037.2016.05.001
多视角乳腺X线图像匹配方法综述
Survey of Multi-view Matching in Mammogram
摘要
Abstract
Mammography is one of the most widely used methods for breast cancer detection.The tech-nique and theory of image processing and pattern recognition can be used for mammogram analysis.The analytical results can assist radiologist in finding missed tumors and identifying false positive tissues, leading to low false negative rate and false positive rate.The method using image processing should simu-late the mammogram interpretation of the radiologist.Thus,the breast cancer detection and classifica-tion method based on multi-view is rather suitable in clinical practice.Determination of the correspon-dence between multi-view mammograms is the foundation for multi-view detection.Here,an overview of recent developments in determining correspondence between multi-view mammograms is presented.Nip-ple detection and pectoral muscle segmentation are first summarized.Both advantages and disadvantages of different methods are compared.Then two-view matching and bilateral matching are discussed.Final-ly,the problems in the existing matching methods are analyzed and improvements are suggested.关键词
乳腺X线图像/多视角/图像匹配/标志点检测Key words
mammogram/multi-view/image matching/landmark detection分类
信息技术与安全科学引用本文复制引用
陈后金,李艳凤,彭亚辉..多视角乳腺X线图像匹配方法综述[J].数据采集与处理,2016,31(5):845-855,11.基金项目
国家自然科学基金(61571036,61502025)资助项目 （61571036,61502025）
博士后科学基金(2015M570029)资助项目 （2015M570029）
北京交通大学人才基金(2015RC024)资助项目。 （2015RC024）
