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An automatic blood cell segmentation method based on hyperspectral imaging technology

  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Hyperspectral blood image has been utilized in biomedical field for a period of time. However, identifying and segmenting blood cells is still a tricky issue. Thus, this paper proposed a new method based on support vector machine (SVM) to solve this issue from hyperspectral images. Then post-processing of holes-filling and noise removing are performed on the segmented results to get completed cell. The experimental results proved the accuracy and accommodation for this new proposed method.

源语言英语
主期刊名International Symposium on Photonics and Optoelectronics, SOPO 2015
编辑Zhiping Zhou
出版商SPIE
ISBN(电子版)9781628418699
DOI
出版状态已出版 - 2015
活动International Symposium on Photonics and Optoelectronics, SOPO 2015 - Shanghai, 中国
期限: 22 8月 201524 8月 2015

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9656
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议International Symposium on Photonics and Optoelectronics, SOPO 2015
国家/地区中国
Shanghai
时期22/08/1524/08/15

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