LIU Mengyang (劉孟洋)

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Research Output

  1. 2022
  2. Published

    Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation

    Zhang, Y., Po, L., Xu, X., Liu, M., Wang, Y., Ou, W., Zhao, Y., & 1 othersYu, W., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI'2022). AAAI Press, Vol. 36. p. 3380-3389

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

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  3. Online published

    VCGAN: Video Colorization with Hybrid Generative Adversarial Network

    Zhao, Y., Po, L., Yu, W., Rehman, Y. A. U., Liu, M., Zhang, Y. & Ou, W., 25 Feb 2022, (Online published) In: IEEE Transactions on Multimedia. 16 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  4. 2020
  5. Published

    Data-level information enhancement: Motion-patch-based Siamese Convolutional Neural Networks for human activity recognition in videos

    Zhang, Y., Po, L. M., Liu, M., Rehman, Y. A. U., Ou, W. & Zhao, Y., 1 Jun 2020, In: Expert Systems with Applications. 147, 113203.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 12
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  6. Published

    Long-Range Dependencies and High-Order Spatial Pooling for Deep Model-Based Full-Reference Image Quality Assessment

    LIU, M., PO, L., XU, X., CHEUNG, K. W., ZHAO, Y., LAU, K. W. & ZHOU, C., 2 Apr 2020, In: IEEE Access. 8, p. 72007-72020

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 4
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  7. Published

    Henneberg Growth of Social Networks: Modeling the Facebook

    Yang, D., Liu, M., Zhang, Y., Lin, D., Fan, Z. & Chen, G., Apr 2020, In: IEEE Transactions on Network Science and Engineering. 7, 2, p. 701-712

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 4
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  8. Published

    SLNet: Stereo face liveness detection via dynamic disparity-maps and convolutional neural network

    Rehman, Y. A. U., Po, L. & Liu, M., 15 Mar 2020, In: Expert Systems with Applications. 142, 113002.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 17
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  9. 2019
  10. Published

    Perturbing Convolutional Feature Maps with Histogram of Oriented Gradients for Face Liveness Detection

    Rehman, Y. A. U., Po, L., Liu, M., Zou, Z. & Ou, W., May 2019, International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), Proceedings. Álvarez, F. M., Lora, A. T., Muñoz, J. A. S., Quintián, H. & Corchado, E. (eds.). Springer, Cham, Vol. 951. p. 3-13 (Advances in Intelligent Systems and Computing; vol. 951).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 2
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  11. Published

    A Novel Patch Variance Biased Convolutional Neural Network for No-Reference Image Quality Assessment

    Po, L., Liu, M., Yuen, W. Y. F., Li, Y., Xu, X., Zhou, C., Wong, P. H. W., & 2 othersLau, K. W. & Luk, H., Apr 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 4, p. 1223-1229

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 24
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  12. Published

    Video copy detection by conducting fast searching of inverted files

    Liu, M., Po, L., Ur Rehman, Y. A., Xu, X., Li, Y. & Feng, L., Apr 2019, In: Multimedia Tools and Applications. 78, 8, p. 10601-10624

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 4
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  13. Published

    Face liveness detection using convolutional-features fusion of real and deep network generated face images

    Rehman, Y. A. U., Po, L., Liu, M., Zou, Z., Ou, W. & Zhao, Y., Feb 2019, In: Journal of Visual Communication and Image Representation. 59, p. 574-582

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 14
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  14. Published

    Light field-based face liveness detection with convolutional neural networks

    Liu, M., Fu, H., Wei, Y., Rehman, Y. A. U., Po, L. & Lo, W. L., Jan 2019, In: Journal of Electronic Imaging. 28, 1, 013003.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 8
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  15. Published

    Angular Deep Supervised Hashing for Image Retrieval

    ZHOU, C., PO, L., YUEN, W. Y. F., CHEUNG, K. W., XU, X., LAU, K. W., ZHAO, Y., & 2 othersLIU, M. & WONG, P. H. W., 2019, In: IEEE Access. 7, p. 127521-127532 8825992.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 7
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  16. Published

    Deep Hashing with Triplet Labels and Unification Binary Code Selection for Fast Image Retrieval

    Zhou, C., Po, L., Liu, M., Yuen, W. Y. F., Wong, P. H. W., Luk, H., Lau, K. W., & 1 othersCheung, H. K., 2019, MultiMedia Modeling: Proceedings, Part I. Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W. & Vrochidis, S. (eds.). Springer Nature Switzerland AG, p. 277-288 (Lecture Notes in Computer Science; vol. 11295).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 3
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  17. 2018
  18. Published

    LiveNet: Improving features generalization for face liveness detection using convolution neural networks

    Rehman, Y. A. U., Po, L. M. & Liu, M., 15 Oct 2018, In: Expert Systems with Applications. 108, p. 159-169

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 65
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  19. Published

    Content-based Video Copy Detection using Binary Object Fingerprints

    Liu, M., Po, L., Zhou, C., Yuen, W. Y. F., Cheung, H., Wong, P. H. W., Luk, H., & 1 othersLau, K., Sep 2018, 2018 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2018) - Conference Proceedings. IEEE, 8567827. (IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 2
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  20. 2017
  21. Published

    Deep Learning for Face Anti-Spoofing: An End-to-End Approach

    Rehman, Y. A. U., Po, L. M. & Liu, M., Dec 2017, 2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA). IEEE, p. 195-200 8166863. (Signal Processing Algorithms, Architectures, Arrangements and Applications (SPA)).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 13
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  22. Published

    A novel inverted index file based searching strategy for video copy detection

    Liu, M., Po, L., Rehman, Y. A. U., Xu, X., Li, Y. & Feng, L., Sep 2017, SPA 2017 - Signal Processing: Algorithms, Architectures, Arrangements, and Applications - Conference Proceedings. IEEE, p. 307-312 8166884

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 2
    Check@CityULib