SEGMENTATION AND CLASSIFICATION OF CERVICAL CYTOLOGY IMAGES USING MORPHOLOGICAL AND STATISTICAL OPERATIONS
作者: S Anantha Sivaprakasam1 E R Naganathan2
作者单位: 1Manonmaniam Sundaranar University, India1, Hindustan University, India2
刊名: ICTACT JOURNAL OF IMAGE AND VIDEO PROCESSING, 2017, Vol.7 (3)
来源数据库: ICT Academy of Tamil Nadu
关键词: Cervical cancer cellPap Smear Testsegmentationclassificationmorphological and statistical edge based segmentationmorphological and statistical region based segmentation
原始语种摘要: Cervical cancer that is a disease, in which malignant (cancer) cells form in the tissues of the cervix, is one of the fourth leading causes of cancer death in female community worldwide. The cervical cancer can be prevented and/or cured if it is diagnosed in the pre-cancerous lesion stage or earlier. A common physical examination technique widely used in the screening is called Papanicolaou test or Pap test which is used to detect the abnormality of the cell. Due to intricacy of the cell nature, automating of this procedure is still a herculean task for the pathologist. This paper addresses solution for the challenges in terms of a simple and novel method to segment and classify the cervical cell automatically. The primary step of this procedure is pre-processing in which de-nosing,...
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关键词翻译
关键词翻译
  • segmentation 分段
  • colour 颜料
  • segmented 分段[割]的
  • nosing 梯级突边
  • community 群落
  • morphological 形态学的
  • classified 保密的
  • procedure 手续
  • automatically 自动地
  • accuracy 准确度