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Shengcai Liao

Associate Professor

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20062024

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  • 2023

    KD-DLGAN: Data Limited Image Generation via Knowledge Distillation

    Cui, K., Yu, Y., Zhan, F., Liao, S., Lu, S. & Xing, E., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 3872-3882 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    20 Citations (Scopus)
  • 2022

    Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification

    Wang, Y., Liang, X. & Liao, S., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 4890-4899 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    28 Citations (Scopus)

  • Exploring Visual Context for Weakly Supervised Person Search

    Yan, Y., Li, J., Liao, S., Qin, J., Ni, B., Lu, K. & Yang, X., Jun 30 2022, AAAI-22 Technical Tracks 3. Association for the Advancement of Artificial Intelligence, p. 3027-3035 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    31 Citations (Scopus)

  • Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification

    Liao, S. & Shao, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 7349-7358 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    96 Citations (Scopus)

  • Masked Generative Adversarial Networks are Data-Efficient Generation Learners

    Huang, J., Cui, K., Guan, D., Xiao, A., Zhan, F., Lu, S., Liao, S. & Xing, E., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection

    Li, J., Jin, H., Liao, S., Shao, L. & Heng, P. A., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 1088-1094 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    11 Citations (Scopus)
  • 2021

    Anchor-Free Person Search

    Yan, Y., Li, J., Qin, J., Bai, S., Liao, S., Liu, L., Zhu, F. & Shao, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 7686-7695 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    114 Citations (Scopus)

  • Generalizable Pedestrian Detection: The Elephant in the Room

    Hasan, I., Liao, S., Li, J., Akram, S. U. & Shao, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 11323-11332 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    102 Citations (Scopus)

  • Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction

    Zhao, F., Wang, W., Liao, S. & Shao, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 12654-12663 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    40 Citations (Scopus)

  • TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification

    Liao, S. & Shao, L., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 1992-2003 12 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    48 Citations (Scopus)
  • 2020

    Box Guided Convolution for Pedestrian Detection

    Li, J., Liao, S., Jiang, H. & Shao, L., Oct 12 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 1615-1624 10 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Citations (Scopus)

  • Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition

    Wang, X., Fu, T., Liao, S., Wang, S., Lei, Z. & Mei, T., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-342 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12369 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    39 Citations (Scopus)

  • Interpretable and Generalizable Person Re-identification with Query-Adaptive Convolution and Temporal Lifting

    Liao, S. & Shao, L., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 456-474 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12356 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    113 Citations (Scopus)

  • Pixel-aware deep function-mixture network for spectral super-resolution

    Zhang, L., Lang, Z., Wang, P., Wei, W., Liao, S., Shao, L. & Zhang, Y., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 12821-12828 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    87 Citations (Scopus)

  • Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification

    Wang, Y., Liao, S. & Shao, L., Oct 12 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3422-3430 9 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    84 Citations (Scopus)

  • Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification

    Zhao, F., Liao, S., Xie, G. S., Zhao, J., Zhang, K. & Shao, L., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 526-544 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12356 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    161 Citations (Scopus)
  • 2019

    Clustering and dynamic sampling based unsupervised domain adaptation for person re-identification

    Wu, J., Liao, S., Lei, Z., Wang, X., Yang, Y. & Li, S. Z., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 886-891 6 p. 8784975. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    44 Citations (Scopus)

  • High-level semantic feature detection: A new perspective for pedestrian detection

    Liu, W., Liao, S., Ren, W., Hu, W. & Yu, Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 5182-5191 10 p. 8953311. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    410 Citations (Scopus)

  • Similarity Scores Based Re-classification for Open-Set Person Re-identification

    Wang, H., Yang, Y., Liao, S., Cao, D. & Lei, Z., 2019, Biometric Recognition - 14th Chinese Conference, CCBR 2019, Proceedings. Sun, Z., He, R., Shan, S., Feng, J. & Guo, Z. (eds.). Springer, p. 493-501 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11818 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unsupervised graph association for person re-identification

    Wu, J., Liu, H., Yang, Y., Lei, Z., Liao, S. & Li, S., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 8320-8329 10 p. 9009485. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    95 Citations (Scopus)
  • 2018

    A Shortly and Densely Connected Convolutional Neural Network for Vehicle Re-identification

    Zhu, J., Zeng, H., Lei, Z., Liao, S., Zheng, L. & Cai, C., Nov 26 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 3285-3290 6 p. 8545514. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    35 Citations (Scopus)

  • Deep Background Subtraction with Guided Learning

    Liang, X., Liao, S., Wang, X., Liu, W., Chen, Y. & Li, S. Z., Oct 8 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE Computer Society, 8486556. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Citations (Scopus)

  • Improving Tiny Vehicle Detection in Complex Scenes

    Liu, W., Liao, S., Hu, W., Liang, X. & Zhang, Y., Oct 8 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE Computer Society, 8486507. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • Is Re-ranking Useful for Open-set Person Re-identification?

    Wang, H., Liao, S., Lei, Z. & Yang, Y., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4625-4631 7 p. 8622014. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Learning efficient single-stage pedestrian detectors by asymptotic localization fitting

    Liu, W., Liao, S., Hu, W., Liang, X. & Chen, X., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 643-659 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11218 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    59 Citations (Scopus)

  • Person Re-Identification with Hybrid Loss and Hard Triplets Mining

    Hu, Z., Wu, H., Liao, S., Hu, H. M., Liu, S. & Li, B., Oct 18 2018, 2018 IEEE 4th International Conference on Multimedia Big Data, BigMM 2018. Institute of Electrical and Electronics Engineers Inc., 8499463. (2018 IEEE 4th International Conference on Multimedia Big Data, BigMM 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)

  • Semi-automatic Data Annotation Tool for Person Re-identification Across Multi Cameras

    Zhao, T., Liao, S. & Lei, Z., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4672-4677 6 p. 8622366. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)
  • 2017

    Deep person re-identification with improved embedding and efficient training

    Jin, H., Wang, X., Liao, S. & Li, S. Z., Jul 1 2017, IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., p. 261-267 7 p. (IEEE International Joint Conference on Biometrics, IJCB 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    25 Citations (Scopus)

  • Face detection by aggregating visible components

    Duan, J., Liao, S., Guo, X. & Li, S. Z., 2017, Computer Vision - ACCV 2016 Workshops, ACCV 2016 International Workshops, Revised Selected Papers. Ma, K.-K., Lu, J. & Chen, C.-S. (eds.). Springer Verlag, p. 319-333 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10117 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Soft-Margin Softmax for Deep Classification

    Liang, X., Wang, X., Lei, Z., Liao, S. & Li, S. Z., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Zhao, D., El-Alfy, E.-S. M., Liu, D., Xie, S. & Li, Y. (eds.). Springer Verlag, p. 413-421 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10635 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    93 Citations (Scopus)
  • 2016

    Embedding deep metric for person Re-identification: A study against large variations

    Shi, H., Yang, Y., Zhu, X., Liao, S., Lei, Z., Zheng, W. & Li, S. Z., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer Verlag, p. 732-748 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9905 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    225 Citations (Scopus)

  • Face classification: A specialized benchmark study

    Duan, J., Liao, S., Zhou, S. & Li, S. Z., 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings. Shan, S., You, Z., Zhou, J., Zheng, W., Wang, Y., Sun, Z., Feng, J. & Zhao, Q. (eds.). Springer Verlag, p. 22-29 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9967 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Citations (Scopus)

  • Large scale similarity learning using similar pairs for person verification

    Yang, Y., Liao, S., Lei, Z. & Li, S. Z., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3655-3661 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    67 Citations (Scopus)

  • Learning Discriminative Features with Class Encoder

    Shi, H., Zhu, X., Lei, Z., Liao, S. & Li, S. Z., Dec 16 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 1119-1125 7 p. 7789633. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    6 Citations (Scopus)
  • 2015

    Cross dataset person Re-identification

    Hu, Y., Yi, D., Liao, S., Lei, Z. & Li, S. Z., 2015, Computer Vision - 12th Asian Conference on Computer Vision, ACCV 2014, Revised Selected Papers. Jawahar, C. V. & Shan, S. (eds.). Springer Verlag, p. 650-664 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Citations (Scopus)

  • Cross-modal similarity learning: A low rank bilinear formulation

    Kang, C., Liao, S., He, Y., Wang, J., Niu, W., Xiang, S. & Pan, C., Oct 17 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1251-1260 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • Efficient PSD constrained asymmetric metric learning for person re-identification

    Liao, S. & Li, S. Z., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 3685-3693 9 p. 7410777. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    403 Citations (Scopus)

  • Improve pedestrian attribute classification by weighted interactions from other attributes

    Zhu, J., Liao, S., Lei, Z. & Li, S. Z., 2015, Computer Vision - 12th Asian Conference on Computer Vision, ACCV 2014, Revised Selected Papers. Jawahar, C. V. & Shan, S. (eds.). Springer Verlag, p. 545-557 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Citations (Scopus)

  • Multi-label CNN based pedestrian attribute learning for soft biometrics

    Zhu, J., Liao, S., Yi, D., Lei, Z. & Li, S. Z., Jun 29 2015, Proceedings of 2015 International Conference on Biometrics, ICB 2015. Institute of Electrical and Electronics Engineers Inc., p. 535-540 6 p. 7139070. (Proceedings of 2015 International Conference on Biometrics, ICB 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    127 Citations (Scopus)

  • Partial person re-identification

    Zheng, W. S., Li, X., Xiang, T., Liao, S., Lai, J. & Gong, S., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 4678-4686 9 p. 7410888. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    302 Citations (Scopus)

  • Person re-identification by Local Maximal Occurrence representation and metric learning

    Liao, S., Hu, Y., Zhu, X. & Li, S. Z., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2197-2206 10 p. 7298832. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2109 Citations (Scopus)

  • The visual object tracking VOT2014 challenge results

    Kristan, M., Pflugfelder, R., Leonardis, A., Matas, J., Čehovin, L., Nebehay, G., Vojíř, T., Fernández, G., Lukežič, A., Dimitriev, A., Petrosino, A., Saffari, A., Li, B., Han, B., Heng, C. K., Garcia, C., Pangeršič, D., Häger, G., Khan, F. S. & Oven, F. & 37 others, Possegger, H., Bischof, H., Nam, H., Zhu, J., Li, J. J., Choi, J. Y., Choi, J. W., Henriques, J. F., van de Weijer, J., Batista, J., Lebeda, K., Öfjäll, K., Yi, K. M., Qin, L., Wen, L., Maresca, M. E., Danelljan, M., Felsberg, M., Cheng, M. M., Torr, P., Huang, Q., Bowden, R., Hare, S., Lim, S. Y. Y., Hong, S., Liao, S., Hadfield, S., Li, S. Z., Duffner, S., Golodetz, S., Mauthner, T., Vineet, V., Lin, W., Li, Y., Qi, Y., Lei, Z. & Niu, Z. H., 2015, Computer Vision - ECCV 2014 Workshops, Proceedings. Rother, C., Bronstein, M. M. & Agapito, L. (eds.). Springer Verlag, p. 191-217 27 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8926).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    156 Citations (Scopus)
  • 2014

    A benchmark study of large-scale unconstrained face recognition

    Liao, S., Lei, Z., Yi, D. & Li, S. Z., Dec 23 2014, IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics. Institute of Electrical and Electronics Engineers Inc., 6996301. (IJCB 2014 - 2014 IEEE/IAPR International Joint Conference on Biometrics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    97 Citations (Scopus)

  • Color models and weighted covariance estimation for person re-identification

    Yang, Y., Liao, S., Lei, Z., Yi, D. & Li, S. Z., Dec 4 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1874-1879 6 p. 6977040. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Citations (Scopus)

  • Deep metric learning for person re-identification

    Yi, D., Lei, Z., Liao, S. & Li, S. Z., Dec 4 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 34-39 6 p. 6976727. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    928 Citations (Scopus)

  • Multi-camera trajectory mining: Database and evaluation

    Hu, Y., Liao, S., Yi, D., Lei, Z. & Li, S. Z., Dec 4 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 4684-4689 6 p. 6977514. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Citations (Scopus)

  • Salient color names for person re-identification

    Yang, Y., Yang, J., Yan, J., Liao, S., Yi, D. & Li, S. Z., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 1 ed. Springer Verlag, p. 536-551 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8689 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    414 Citations (Scopus)
  • 2013

    Exploring structural information and fusing multiple features for person re-identification

    Hu, Y., Liao, S., Lei, Z., Yi, D. & Li, S. Z., 2013, Proceedings - 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2013. p. 794-799 6 p. 6595963. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    44 Citations (Scopus)

  • Face liveness detection using 3D structure recovered from a single camera

    Wang, T., Yang, J., Lei, Z., Liao, S. & Li, S. Z., 2013, Proceedings - 2013 International Conference on Biometrics, ICB 2013. IEEE Computer Society, 6612957. (Proceedings - 2013 International Conference on Biometrics, ICB 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    95 Citations (Scopus)

  • Face liveness detection with component dependent descriptor

    Yang, J., Lei, Z., Liao, S. & Li, S. Z., 2013, Proceedings - 2013 International Conference on Biometrics, ICB 2013. IEEE Computer Society, 6612955. (Proceedings - 2013 International Conference on Biometrics, ICB 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    220 Citations (Scopus)