Laser & Optoelectronics Progress, Volume. 56, Issue 20, 201002(2019)

Research on Face Image Optimization Method Based on Face Clustering in Video

Chang Wang, Rongyi Cui, Jingxuan Jin*, and Xiaofeng Jin
Author Affiliations
  • Laboratory of Intelligent Information Processing, College of Engineering, Yanbian University, Yanji, Jilin 133002, China
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    References(19)

    [1] Xia P P. Research on effective face determine and retrieval model in pedestrian detection[D]. Nanchang: Jiangxi University of Finance and Economics, 7-8(2017).

    [3] Liu C. Design and implementation of face recognition system based on multiple cameras[D]. Changchun: Northeast Normal University, 30-35(2017).

    [4] Huang Y B. Video structure analysis based on face clustering[D]. Beijing: Beijing University of Posts and Telecommunications, 43-49(2011).

    [5] Zhou C J. Video face clustering based on constrained sparse expression[D]. Tianjin: Tianjin University, 35-38(2014).

    [7] Nasrollahi K, Moeslund T B. Face quality assessment system in video sequences[M]. ∥Schouten B, Juul N C, Drygajlo A, et al. Biometrics and identity management. BioID 2008. Lecture notes in computer science. Berlin, Heidelberg: Springer, 5372, 10-18(2008).

    [9] Wong Y, Chen S K, Mau S et al. Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition. [C]∥CVPR 2011 WORKSHOPS, June 20-25, 2011, Colorado Springs, CO, USA. New York: IEEE, 74-81(2011).

    [14] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition. [C]∥2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA. New York: IEEE, 770-778(2016).

    [15] Biemann C. Chinese whispers: an efficient graph clustering algorithm and its application to natural language processing problems. [C]∥The First Workshop on Graph Based Methods for Natural Language Processing. Stroudsburg: Association for Computational Linguistics, 73-80(2006).

    [16] Duan P C. Research on face pose estimation and recognition system based on feature point Xi'an:[D]. Xidian University, 42-76(2017).

    [17] Pech-Pacheco J L, Cristobal G, Chamorro-Martinez J et al. . Diatom autofocusing in brightfield microscopy: a comparative study. [C]∥15th International Conference on Pattern Recognition, September 3-7, 2000, Barcelona, Spain. New York: IEEE, 6894564(2002).

    [18] Meng F J. Research on real-time video-based multiple faces detection, tracking and optimization methods[D]. Changchun: Northeast Normal University, 51-60(2016).

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    Chang Wang, Rongyi Cui, Jingxuan Jin, Xiaofeng Jin. Research on Face Image Optimization Method Based on Face Clustering in Video[J]. Laser & Optoelectronics Progress, 2019, 56(20): 201002

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    Paper Information

    Category: Image Processing

    Received: Feb. 17, 2019

    Accepted: Apr. 25, 2019

    Published Online: Oct. 22, 2019

    The Author Email: Jingxuan Jin (50774531@qq.com)

    DOI:10.3788/LOP56.201002

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