Fast segmentation of white blood cell based on visual salient features

摘要：

This paper presents a fast, precise method for segmenting white blood cell(WBC) based on visual salient features, which is a two-stage algorithm consisting of adaptive WBC location based on salient map(AWLSM) by simulating the process of human perception with bottom-up strategies and extract precise cell structure in cell salient attention window(CASW) using parameter controlled adaptive salient mechanism (PCASM), the first step locates several CASWs in the blood cell image and the second step is to extract nucleus and cytoplasm accurately in each CASW. The experimental results demonstrate that the proposed method has sufficient accuracy and speediness to be used in the automatic blood analyzer.

关键词： Human perception WBC location Visual salient features Cell salient attention window

作者: Xin Zheng Guoyou Wang Jianguo Liu Zhonghua Wang

作者单位: Institute for Pattern Recognition & Artificial Intelligence in Huazhong University of Science &Techn School of Information Engineering, Nanchang Hangkong University, Nanchang, 330063, China

会议类型: 国际会议

会议名称: 第七届多光谱图象处理与模式识别国际学术会议

会议地点: 桂林

会议语种:英文

页码: 1-8

在线出版日期: 2011-11-01（万方平台首次上网日期，不代表论文的发表时间）