Optical Instruments, Volume. 42, Issue 2, 45(2020)

Detection algorithm for key points on face based on attention model

Xiaofei QIN1... Kai SHENG2, Yue ZHU1, Yong YANG1, Gang ZHAO3, Cheng JIA3, Chengming LI3, Xiaodong LU4 and Jianfeng ZHOU4 |Show fewer author(s)
Author Affiliations
  • 1School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
  • 2School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
  • 3Hangzhou Yimei Industrial Co., Ltd., Hangzhou 310000, China
  • 4Hangzhou Yimei Photoelectric Technology Co., Ltd., Hangzhou 310000, China
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    References(11)

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    [4] [4] DOLLÁR P, WELINDER P, PERONA P. Caded pose regression[C]Proceedings of 2010 IEEE computer society conference on computer vision pattern recognition. San Francisco, CA, USA: IEEE, 2010: 1078 1085.

    [5] [5] SUN Y, WANG X G, TANG X O. Deep convolutional wk cade f facial point detection[C]Proceedings of 2013 IEEE conference on computer vision pattern recognition. Ptl, , USA: IEEE, 2013: 3476 3483.

    [6] [6] ZHOU E J, FAN H Q, CAO Z M, et al. Extensive facial lmark localization with coarsetofine convolutional wk cade[C]Proceedings of 2013 IEEE international conference on computer vision wkshops. Sydney, NSW, Australia: IEEE, 2013: 386 391.

    [7] [7] ZHANG Z P, LUO P, LOY C C, et al. Facial lmark detection by deep multitask learning[C]Proceedings of the 13th European conference on computer vision. Zurich, Switzerl: Springer, 2014: 94 108.

    [10] [10] KOWALSKI M, NARUNIEC J, TRZCINSKI T. Deep alignment wk: a convolutional neural wk f robust face alignment[C]Proceedings of 2017 IEEE conference on computer vision pattern recognition wkshops. Honolulu, HI, USA: IEEE, 2017: 2034 2043.

    [11] [11] BOLME D S, DRAPER B A, BEVERIDGE J R. Average of synthetic exact filters[C]Proceeding of 2009 IEEE conference on computer vision pattern recognition. Miami, FL, USA: IEEE, 2009: 2105 2112.

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    Xiaofei QIN, Kai SHENG, Yue ZHU, Yong YANG, Gang ZHAO, Cheng JIA, Chengming LI, Xiaodong LU, Jianfeng ZHOU. Detection algorithm for key points on face based on attention model[J]. Optical Instruments, 2020, 42(2): 45

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    Paper Information

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    Received: May. 8, 2019

    Accepted: --

    Published Online: May. 27, 2020

    The Author Email:

    DOI:10.3969/j.issn.1005-5630.2020.02.008

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