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author:

Zhang, Jie (Zhang, Jie.) [1] | Du, Min (Du, Min.) [2]

Indexed by:

CPCI-S

Abstract:

Gold immunochromatographic strip (GICS) quantitative detective can provide more information than the qualitative or semiquantitative testing. In this paper, a fast color image segmentation method is presented to develop the quantitative detective of GICS. The image of GICS was acquired by Charge-coupled Device (CCD) image sensor, and segmented by fuzzy c-means (FCM) clustering algorithm based on color histogram in HSV color space. Maximin-distance algorithm was adopted to get the initial positions of centroids and cluster number to overcome the shortcoming that the FCM algorithm may produce local optimal results. For the segmented target image, a special characteristic parameter was constructed and calculated in HSV color space to achieve the quantitative interpretation of the GICS.

Keyword:

FCM gold immunochromatographic strip HSV maximin-distance algorthim quantitative interpretation

Community:

  • [ 1 ] [Zhang, Jie]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • 张杰

    [Zhang, Jie]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350002, Peoples R China

Email:

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Source :

2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP)

Year: 2012

Page: 525-528

Language: English

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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