Laser & Optoelectronics Progress, Volume. 55, Issue 1, 11006(2018)

Video Fingerprint Algorithm Based on Spatio-Temporal Deep Neural Network

Wang Dongdong* and Li Yuenan
Author Affiliations
  • School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China
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    References(18)

    [1] Indyk P, Iyengar G, Shivakumar N. Finding pirated video sequences on the internet[R]. Stanford: Stanford University(1999).

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    [5] Wu B, Krishnan S S, Zhang N et al. Compact and robust video fingerprinting using sparse represented features[C]. 2016 IEEE International Conference on Multimedia and Expo (ICME), 1-6(2016).

    [6] Li M, Monga V. Compact video fingerprinting via structural graphical models[J]. IEEE Transactions on Information Forensics and Security, 8, 1709-1721(2013).

    [13] Wang L, Bao Y, Li H J et al. Compact CNN based video representation for efficient video copydetection[C]. International Conference on Multimedia Modeling, 576-587(2017).

    [14] Li Y N, Chen X P. Robust and compact video descriptor learned by deep neural network[C]. 2017 IEEE International conference on Acoustics, Speech and Signal Processing (ICASSP), 2162-2166(2017).

    [15] Franc V, Laskov P, Müller K R. Stopping conditions for exact computation of leave-one-out error in support vector machines. [C]// Proceedings of the 25th International Conference on Machine Learning, 328-335(2008).

    [16] Graves A, Mohamed A, Hinton G. Speech recognition with deep recurrent neural networks[C]. 2013 IEEE International conference on Acoustics, Speech and Signal Processing, Vancouver (ICASSP), 6645-6649(2013).

    [17] Wiskott L, Berkes P, Franzius M et al. Slow feature analysis[J]. Scholarpedia, 6, 5282(2011).

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    Wang Dongdong, Li Yuenan. Video Fingerprint Algorithm Based on Spatio-Temporal Deep Neural Network[J]. Laser & Optoelectronics Progress, 2018, 55(1): 11006

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    Paper Information

    Category: Image Processing

    Received: Jul. 18, 2017

    Accepted: --

    Published Online: Sep. 10, 2018

    The Author Email: Wang Dongdong (wddtju@aliyun.com)

    DOI:10.3788/LOP55.011006

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