A Novel Method for Segmenting and Ranking Nuclei for Cervical Cell
The main objective of this paper is to automate segmentation and analyze nucleolus to cytoplasm ratio of cervical cell.The first step,the nuclei initialization,concentrates on the target nuclei and related boundaries by removing incidental regional minima from the gradient map.The multi-scale gradient watershed transform is used for nuclei segmentation.It identifies regional minima and preserves the valid nuclei.A local filter is designed for the segmentation of cytoplasm.The performance of the proposed method measuring Nuclear to Cytoplasm (NC) shows better results as compared to other any other methods available in the literature.
Cell Segmentation Nuclei Initialization Blob Detction Morphological Operators
S.Ravi G. Annalakshmi
Department of Computer Science, School of Engineering and Technology, Pondicherry University,Pondich Department of Computer Science and Engg., Kamaraj College of Engg. and Tech ., Virudhunagar,INDIA
国际会议
重庆
英文
321-324
2015-03-21（万方平台首次上网日期，不代表论文的发表时间）