Research

    You can meet Prof Sean Gong at at the IEEE International Conference on Computer Vision, Seoul, Korea, October 2019.


The following are a list of recent research papers:

 

  • H. Su, S. Gong, X. Zhu. “Scalable Logo Detection by Self Co-Learning”. Pattern Recognition, in print, August 2019.

  • Q. Dong, S. Gong, X. Zhu. “Person Search by Text Query as Zero-Shot Learning”. In Proc. IEEE International Conference on Computer Vision, Seoul, Korea, October, 2019.

  • Y. Chen, X. Zhu, S. Gong. “Instance-Guided Context Rendering for Cross-Domain Person Re-Identification”. Proc. IEEE International Conference on Computer Vision, Seoul, Korea, October 2019.

  • Z. Liu, J. Wang, S. Gong, H. Lu, D. Tao. “Deep Reinforcement Active Learning for Human-In-The-Loop Person Re-Identification”. In Proc. IEEE International Conference on Computer Vision, Seoul, Korea, October 2019.

  • Xiangping Zhu, M. Li, Xiatian Zhu, V. Murino, S. Gong. “Intra-Camera Supervised Person Re-Identification: A New Benchmark”. In Proc. ICCV Workshop and Challenge on Real-World Face and Object Recognition from Low-Quality Images & Videos, Seoul, Korea, October 2019.

  • G. Wu, X. Zhu, S. Gong. "Spatio-Temporal Associative Representation for Video Person Re-Identification". In Proc. British Machine Vision Conference, Cardiff, UK, September 2019.

  • G. Rajamanoharan, A. Kanaci, M. Li, S. Gong. “Multi-Task Mutual Learning for Vehicle Re-Identification”. In Proc. IEEE Conference on Computer Vision and Pattern Recognition AI City Challenge Workshop, Long Beach, California, USA, June 2019.

  • J. Huang, Q. Dong, S. Gong, X. Zhu. “Unsupervised Deep Learning by Neighbourhood Discovery”. In Proc. International Conference on Machine Learning, Long Beach, California, USA, June 2019.

  • H-X. Yu, W-S. Zheng, A. Wu, X. Guo, S. Gong, J-H. Lai. “Unsupervised Person Re-Identification by Soft Multilabel Learning”. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Long Beach, California, USA, June 2019.

  • G. Rajamanoharan, A. Kanaci, M. Li, S. Gong. “Multi-Task Mutual Learning for Vehicle Re-Identification”. In Proc. IEEE Conference on Computer Vision and Pattern Recognition AI City Challenge Workshop, Long Beach, California, USA, June 2019.

  • M. Li, X. Zhu, S. Gong. “Unsupervised Tracklet Person Re-Identification”. IEEE Transactions on Pattern Analysis and Machine Intelligence, in print, February 2019.

  • G. Wu, X. Zhu, S. Gong. “Person Re-Identification by Ranking Ensemble Representations”. In Proc. IEEE International Conference on Image Processing, Taipei, Taiwan, September 2019.

  • Q. Dong, S. Gong, X. Zhu. “Imbalanced Deep Learning by Minority Class Incremental Rectification”. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 41, No. 6, pp. 1367-1381, June 2019.

  • Q. Dong, X. Zhu, S. Gong. “Single-Label Multi-Class Image Classification by Deep Logistic Regression”. In Proc. AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, USA, January 2019.

  • H. Wang, X. Zhu, S. Gong, T. Xiang. “Person Re-Identification in Identity Regression Space”. International Journal of Computer Vision, Vol. 126, No. 12, pp. 1288-1310, December 2018.

  • Z. Cheng, X. Zhu, S. Gong. "Low-Resolution Face Recognition". In Proc. Asian Conference on Computer Vision, Perth, Australia, December 2018. 

  • X. Lan, X. Zhu, S. Gong. "Self-Referenced Deep Learning". In Proc. Asian Conference on Computer Vision, Perth, Australia, December 2018.

  • X. Lan, X. Zhu, S. Gong. "Knowledge Distillation by On-the-Fly Native Ensemble". In Proc. Conference on Neural Information Processing Systems, Montreal, Canada, December 2018.

  • A. Kanaci, X. Zhu, S. Gong. "Vehicle Re-Identification in Context". In Proc. German Conference on Pattern Recognition, Stuttgart, Germany, October 2018.

  • M. Li, X. Zhu, S. Gong. "Unsupervised Person Re-Identification by Deep Learning Tracklet Association". In Proc. European Conference on Computer Vision, Munich, Germany, September 2018. 

  • Y. Chen, X. Zhu, S. Gong. "Semi-Supervised Deep Learning with Memory". In Proc. European Conference on Computer Vision, Munich, Germany, September 2018.

  • X. Lan, X. Zhu, S. Gong. "Person Search by Multi-Scale Matching". In Proc. European Conference on Computer Vision, Munich, Germany, September 2018.

  • H. Su, X. Zhu, S. Gong. "Open Logo Detection Challenge", In Proc. British Machine Vision Conference, Newcastle, UK, September 2018.

  • Y. Chen, X. Zhu, S. Gong. "Deep Association Learning for Unsupervised Video Person Re-Identification", In Proc. British Machine Vision Conference, Newcastle, UK, September 2018.

  • Z. Fu, T. Xiang, E. Kodirov and S. Gong. "Zero-Shot Learning on Semantic Class Prototype Graph". IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 8, pp. 2009-2022, August 2018.

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