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author:

Gan, Z. (Gan, Z..) [1] | Zeng, N. (Zeng, N..) [2] | Zou, F. (Zou, F..) [3] | Chen, J. (Chen, J..) [4] | Du, M. (Du, M..) [5] | Liao, L. (Liao, L..) [6] | Li, H. (Li, H..) [7] | Zhang, Y. (Zhang, Y..) [8]

Indexed by:

Scopus

Abstract:

As one of the great advances in modern technology, the microarray is widely used in many fields, including biomedical research, clinical diagnosis, and so on. Evidently, in order to extract the intensity of fluorescence bio-probes accurately, we need to pay special attention to the gridding of microarray at first. To solve the poor effect of the traditional Otsu method for microarray gridding, an innovative algorithm of Otsu optimized by multilevel thresholds is proposed to improve the accuracy and effectiveness of the microarray image gridding and segmentation. The experimental results indicate that considering the physical information carried by microarrays, the improved algorithm of Otsu optimized by multilevel thresholds achieves high-quality gridding and establishes the bio-spot coordinates more precisely. Compared with the traditional Otsu method, its gridding error is reduced to zero, and the integrated relative error of bio-spot coordinates is decreased from 2.89% to 1.05%. This optimization of Otsu combined with physical information of spot-matrix will greatly improve the performance of segmentation so as to make the contribution to extracting the fluorescence intensity of microarray accurately. © 2013 IEEE.

Keyword:

Gridding; Microarray image; Multilevel thresholds; Otsu method; physical information

Community:

  • [ 1 ] [Gan, Z.]Key Laboratory of Automotive Electronics and Electric Drive Technology of Fujian Province, Fujian University of Technology, Fuzhou, 350118, China
  • [ 2 ] [Zeng, N.]Department of Instrumental and Electrical Engineering, Xiamen University, Xiamen, 361005, China
  • [ 3 ] [Zou, F.]Key Laboratory of Automotive Electronics and Electric Drive Technology of Fujian Province, Fujian University of Technology, Fuzhou, 350118, China
  • [ 4 ] [Zou, F.]Beidou Navigation and Smart Traffic Innovation Center of Fujian Province, Fujian University of Technology, Fuzhou, 350118, China
  • [ 5 ] [Chen, J.]Key Laboratory of Medical Instrumentation and Pharmaceutical Technology of Fujian Province, Fuzhou University, Fuzhou, 350116, China
  • [ 6 ] [Du, M.]Fujian Key Laboratory of Eco-Industrial Green Technology, Wuyi University, Wuyi, 354300, China
  • [ 7 ] [Liao, L.]Key Laboratory of Automotive Electronics and Electric Drive Technology of Fujian Province, Fujian University of Technology, Fuzhou, 350118, China
  • [ 8 ] [Li, H.]Department of Instrumental and Electrical Engineering, Xiamen University, Xiamen, 361005, China
  • [ 9 ] [Zhang, Y.]Department of Instrumental and Electrical Engineering, Xiamen University, Xiamen, 361005, China

Reprint 's Address:

  • [Zeng, N.]Department of Instrumental and Electrical Engineering, Xiamen UniversityChina

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Source :

IEEE Access

ISSN: 2169-3536

Year: 2019

Volume: 7

Page: 32146-32153

3 . 7 4 5

JCR@2019

3 . 4 0 0

JCR@2023

ESI HC Threshold:150

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 15

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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