Laser & Optoelectronics Progress, Volume. 55, Issue 11, 111005(2018)

No-Reference Quality Assessment Method of Evaluating Scanning Electron Microscopy Images Based on Multi-Scale Characteristics

Qiaoyue Li1、*, Gangcheng Shang2, Qiang Tian3, Xi Chen1, Xixi Han1, Yu Zhou1, and Leida Li1
Author Affiliations
  • 1 School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, Jiangsu 221116, China
  • 2 Communication and Information Center, State Administration of Work Safety, Beijing 100013, China
  • 3 Automatic Mine Office, Shanxi Lu'An Environmental Energy Development Co., Ltd., Changzhi, Shanxi 0 46102, China
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    References(24)

    [6] Wang Z, Simoncelli E P, Bovik A C. Multiscale structural similarity for image quality assessment. [C]∥Proceedings of IEEE Conference Record of the Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, 2, 1398-1402(2003).

    [11] Romeny B M H. Front-end vision and multi-scale image analysis: multi-scale computer vision theory and applications, written in mathematica[M]. New York: Springer Science & Business Media, 1-177(2008).

    [16] Video Quality Experts Group[2018-04-16]. Final report from the Video Quality Experts Group on the validation of objective models of video quality assessment, Phase II (FR_TV2) [2018-04-16].http:∥www.vqeg.org/(2003).

    [18] Ye P, Kumar J, Kang L et al. Unsupervised feature learning framework for no-reference image quality assessment. [C]∥Proceedings of 2012 IEEE Conference on Computer Vision and Pattern Recognition, 1098-1105(2012).

    [24] Xue W F, Zhang L, Mou X Q. Learning without human scores for blind image quality assessment. [C]∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 995-1002(2013).

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    Qiaoyue Li, Gangcheng Shang, Qiang Tian, Xi Chen, Xixi Han, Yu Zhou, Leida Li. No-Reference Quality Assessment Method of Evaluating Scanning Electron Microscopy Images Based on Multi-Scale Characteristics[J]. Laser & Optoelectronics Progress, 2018, 55(11): 111005

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    Paper Information

    Category: Image Processing

    Received: Apr. 16, 2018

    Accepted: May. 28, 2018

    Published Online: Aug. 14, 2019

    The Author Email: Qiaoyue Li (lqy.com.cn@163.com)

    DOI:10.3788/LOP55.111005

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