Computer Science ›› 2014, Vol. 41 ›› Issue (Z6): 218-219.

Previous Articles     Next Articles

Cytology Images Chromatin Feature Extraction Method

XU Chuan-yun,ZHANG Yang and Wang Sen   

  • Online:2018-11-14 Published:2018-11-14

Abstract: This paper focused on the requirements of describing particle size and distribution uniformity of nuclear chromatin in image analysis of cervical cytology,proposed a mathematical morphology-based particle analysis method to describe particle size of nuclear chromatin.In this method,the distribution uniformity of chromatin is described using the variance of color depth of each radiation line whose starting point is the centroid of nuclei.It described two specific chromatin feature extraction algorithm.The experiments prove that the proposed chromatin described features can be more effective nuclear chromatin image characteristics.

Key words: Mathematical morphology,Particle analysis,Cytology,Chromatin features

[1] 庞宝川.基于计算机视觉的肿瘤早期诊断方法研究[D].武汉:华中科技大学,2009
[2] 范金坪.宫颈细胞图像分割和识别方法研究[D].广州:暨南大学,2010
[3] Tamura H,Mori S,Yamawaki T.Texture features corresponding to visual[J].IEEE Transactions on System,Man and Cybernetics,1978,8(6):460-473
[4] Wang Xiao-peng,Hao Chong-yang,Wang Yun.Noise image segmentation based on morphological granulomerty[C]∥The Sixth International Conference on Electronic Measurement and Instrument.Taiyuan,China:ICEMI,2003,1:301-304
[5] Soille P.Morphological Image Analysis:Principles and Applications(Second Edition)[M].Springer-Verlag,2008
[6] Zuiderveld,Karel.Contrast Limited Adaptive Histograph Equalization.Graphic Gems IV[M].San Diego:Academic Press Professional,1994:474-485
[7] Jantzen J,Norup J,Dounias G,et al.Pap-smear benchmark data for pattern classification[C]∥Proceedings of the NiSIS 2005,Nature inspired Smart Information Systems (NiSIS).Albufeira,Portugal,2005:1-9

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!