Stephen Maybank - Selected Publications#

1. Chunfeng Yuan, Baoxin Wu, Xi Li, Weiming Hu, S.J. Maybank and Fangshi Wang 2016 Fusing R features and local features with context-aware kernels for action recognition. International Journal for Computer Vision, vol. 118, Issue 2, pp. 151-171. DOI 10.1007/s11263-015-0867-0.

2. Chen Gong, Dacheng Tao, S.J. Maybank, Wei Liu, Guoliang Kang and Jie Yang 2016 Multi-modal curriculum learning for semi-supervised image classification. IEEE Transactions on Image Processing, vol. 25(7), pp. 3249-3280.

3. M. Farmer, G. Loizou and S.J. Maybank 2017 Iteration functions revisited. Journal of Computational and Applied Mathematics, vol. 311, pp. 484-496.

4. Tongliang Liu, Dacheng Tao, Mingli Song and S.J. Maybank 2017 Algorithm-dependent generalization bounds for multi-task learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, number 2, pp. 227-241.

5. Houwen Peng, Bing Li, Haibin Ling, Weiming Hu, Weihua Xiong and S.J. Maybank 2017 Salient object detection via structured matrix decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, no. 4, pp. 818-832. doi 10.1109/TPAMI.2016.2562626

6. Bing Li, Chunfeng Yuan, Weihua Xiong, Weiming Hu, Houwen Peng, Xinmiao Ding and S.J. Maybank 2017 Multi-view multi-instance learning based on joint sparse representation and multi-view dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, Issue 12, pp. 2554-2560. DOI: 10.1109/TPAMI.2017.2669303

7. Kangwei Liu, Junge Zhang, Peipei Yang, S.J. Maybank and Kaiqi Huang 2017 GRMA: generalized range move algorithms for the efficient optimization of MRFs. International Journal of Computer Vision, vol. 121, Issue 3, pp. 365-390. doi:10.1007/s11263-016-0944-z

8. Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang and S.J. Maybank 2017 Semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, Issue 1, pp. 172-188.

9. Weiming Hu, Guodong Tian, Yongxin Kang, Chunfeng Yuan and S.J. Maybank 2018 Dual sticky hierarchical Dirichlet process hidden Markov model and its application to natural language description of motions. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, Number 10, pp. 2355-2373. DOI: 10.1109/TPAMI.2017.2756039

10. Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu and S.J. Maybank 2017 Spatio-temporal self-organizing map deep network for dynamic object detection from videos. IEEE Conference on Computer Vision and Pattern Recognition CVPR 2017, pp. 5475-5484.