Selected publications

 

1.   S.J. Maybank 1990 The projective geometry of ambiguous surfaces. Phil. Trans. Roy. Soc. Lond., Series A, vol 332, pp 1-47.

2.   S.J. Maybank and O.D. Faugeras 1992 A theory of self-calibration of a moving camera. International Journal of Computer Vision, vol 8, pp 123-152.

3.   S.J. Maybank 1993 A filter with a guaranteed asymptotic performance. Proc. R. Soc. Lond., Series A, vol 441, pp 33-57.

4.   S.J. Maybank 1993 Theory of Reconstruction from Image Motion. Springer Series in Information Sciences, vol 28. Springer-Verlag: Berlin, Heidelberg, New-York.

5.   S.J. Maybank 1995 Probabilistic analysis of the application of the cross ratio to model based vision: misclassification. International Journal of Computer Vision, vol 14, pp 1-12.

6.   S.J. Maybank 1995 The critical line congruence for reconstruction from three images. Applicable Algebra in Engineering, Communication and Computing, vol 6, pp 89-113.

7.   S.J. Maybank 1995 Probabilistic analysis of the application of the cross ratio to model based vision. International Journal of Computer Vision, vol 16, pp 5-33.

8.   S.J. Maybank 1996 Finite-dimensional filters. Phil. Trans. R. Soc. London, Series A, vol 354, pp 1099-1123.

9.   S.J. Maybank and A. Worrall 1997 Path prediction and classification based on non-linear filtering. In Algebraic Frames for the Perception-Action cycle. Lecture Notes in Computer Science, vol. 1315, pp. 323-343. Springer.

10. S.J. Maybank 1998 Relation between 3D and 2D invariants. Image and Vision Computing, vol. 16, pp. 13-20.

11. P.H.S. Torr, A. Zisserman and S.J. Maybank 1998 Robust detection of degenerate configurations for the fundamental matrix. Computer Vision and Image Understanding, vol. 71, pp. 312-333.

12. S.J. Maybank 1998 Effect of a drift discontinuity on a travelling Gaussian. Applied Mathematics Letters, vol 11, pp. 75-81.

13. P.F. Sturm and S,.J.Maybank 1999 On plane-based camera calibration: a general algorithm, singularities, applications. Proc. CVPR, Fort Collins, Co., vol. 1, pp. 432-437. pdf.

14. J.M. Ferryman, S.J. Maybank and A.D. Worrall 2000 Visual surveillance for moving vehicles. Int. J. of Computer Vision, vol 37, pp 187-197.

15. S.J.Maybank and R. Fraile 2000 Minimum description length method for facet matching. Int. J. Pattern Recognition and Artificial Intelligence, vol 14, pp 919-927.

16. N.T. Siebel and S.J. Maybank 2001 The application of colour filtering to real-time person tracking. Proc. 2nd European Workshop on Advanced Video Based Surveillance Systems (AVBS2001), Kingston, Surrey, UK, pp. 227-234.

17. N.T. Siebel and S.J. Maybank 2002 Fusion of multiple tracking algorithms for robust people tracking. In A. Heyden, G. Sparr, M. Nielsen and P. Johansen (eds.) Proc. 7th European Conference on Computer Vision, ECCV 2002, vol. IV, pp. 373-387. Lecture Notes in Computer Science. Springer.

18. S.J. Maybank 2003 Fisher information and model selection for projective transformations of the line. Proceedings of the Royal Society of London, Series A, vol. 459, pp. 1829-1849. Download pdf.

19. W. Hu, T. Tan, L. Wang and S. Maybank 2004 A survey on visual surveillance of object motion and behaviours. IEEE Transactions on Systems, Man, and Cybernetics, vol. 34, No. 3, pp. 334-352.

20. Weiming Hu, Xuejuan Xiao, Dan Xie, Tieniu Tan and S.J. Maybank 2004 Traffic accident prediction using 3D model based vehicle tracking. IEEE Transactions on Vehicular Technology, vol. 53, pp. 677-694.

21. Weiming Hu, Dan Xie, Tieniu Tan and S.J. Maybank 2004 Learning activity patterns using fuzzy self-organizing neural network. IEEE Transactions on Systems, Man, and Cybernetics, vol. 34, pp. 1618-1626.

22.  N.T. Siebel and S.J. Maybank 2004 The ADVISOR visual surveillance system. In M. Clabian, V. Smutny and G. Stanke (eds.) Proceedings of the ECCV 2004 Workshop Applications of Computer Vision (ACV’ 04), pp. 103-111.

23. S.J. Maybank 2004 Detection of image structures using the Fisher information and the Rao metric. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 26, No 12. Download pdf .

24. S.J. Maybank 2005 The Fisher-Rao metric for projective transformations of the line. Int. J. of Computer Vision, vol. 63, No. 3, pp. 191-206. Download pdf. The original publication is available at www.springerlink.com.

25. D. Tao, X. Li, W. Hu, S.J. Maybank and X. Wu 2005 Supervised tensor learning. Proc. 5th IEEE Int. Conference on Data Mining (ICDM), Houston, Texas, 27-30 November 2005, pp. 450-457, ISBN 0-7695-2278-5. Download pdf.

26. J. Lu, T. Tan, H. Yang, W. Hu and S.J. Maybank 2006 3D model based vehicle tracking. Accepted by IEEE Transactions on Image Processing.

27. S.J. Maybank 2006 Application of the Fisher-Rao metric to structure detection. Journal of Mathematical Imaging and Vision, vol. 25, pp. 49-62, 2006. Download pdf.

28.  Weiming Hu, Min Hu, Xue Zhou, Tieniu Tan, Jianguang Lou and S.J. Maybank 2006 Principal axis based correspondence between multiple cameras for people tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 663-671. Download pdf.

29. Weiming Hu, Xuejuan Xiao, Zhouyu Fu, Dan Xie, Tieniu Tan and S. Maybank 2006 A system for learning statistical motion patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, No. 9, pp. 1450-1464.

30. Dacheng Tao, Xuelong Li, Xindong Wu, and S.J. Maybank 2006 Human carrying status in visual surveillance, IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 1,670-1,677, June 2006. Download pdf.

31. S.J. Maybank 2007 Application of the Fisher-Rao metric to ellipse detection. International Journal of Computer Vision, vol. 72, Issue 3, pp. 287-307. pdf.

32. Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu and S.J. Maybank 2007 Supervised tensor learning. Knowledge and Information Systems. http://www.springerlink.com/content/cp0213w367531x72/. Download pdf.

33. Dacheng Tao, Xuelong Li, Xindong Wu, and S.J. Maybank 2007 General Tensor Discriminant Analysis and Gabor Features for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, No. 10, pp. 1700-1715. Download pdf.

34. Xiaoqin Zhang, Weiming Hu, SJ Maybank and Xi Li 2007 Graph based discriminative learning for robust and efficient object tracking. Accepted by the 11th IEEE International Conference on Computer Vision, 2007. Download pdf.

35. Xiaoqin Zhang and S.J. Maybank 2008 Sequential particle filter swarm optimization for visual tracking. Proceedings IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008, pp 1-8. Download pdf.

36. S.J. Maybank 2008 Approximation to the Fisher-Rao metric for the focus of expansion. Neurocomputing, vol. 71, pp. 2037-2045. Download pdf.

37. S.J. Maybank 2008 The Fisher-Rao metric. Mathematics Today, 44, No. 6, pp. 255-257. Download pdf.

38. S.J. Maybank 2009 A multivariate distribution for subimages. Proceedings of the Royal Society of London, Series A, 465, pp. 983-1001. Download pdf.

39. Weiming Hu, Xi Li, Xiaoqin Zhang, Xinchu Shi, SJ Maybank and Zhongfei Zhang 2010 Incremental tensor subspace learning and its application to foreground segmentation and tracking. International Journal of Computer Vision, 91, No. 3, pp. 303-327. Download pdf.

40. Weiming Hu, Nianhua Xie, Li Li, Xianglin Zheng and S.J. Maybank 2011 A survey on visual content-based video indexing and retrieval.  IEEE Transactions on Systems, Man, and Cybernetic - Part C: Applications and Reviews, 41, Issue 6, pp. 797-819. Download pdf

41. Yong Luo, Dacheng Tao, Bo Geng, S.J. Maybank, and Chao Xu 2011 Shared Feature Extraction for Semi-supervised Image Classification. ACM International Conference on Multimedia (MM), pp.1-4, Scottsdale, Arizona, USA, November 28-December 1, 2011. Download pdf.

42. Xiaoqin Zhang, Xingchu Shi, Weiming Hu, Xi Li and S.J. Maybank 2011 Visual tracking via dynamic tensor analysis with mean update. Neurocomputing, vol. 74, No. 17, pp. 3277-3285. Download pdf.

43. S.J. Maybank, S. Ieng and R. Benosman 2012 A Fisher-Rao metric for paracatadioptric images of lines. International Journal of Computer Vision, 99, Issue 2, pp. 147-165. DOI 10.1007/s11263-012-0523-x. Download pdf.

44. S.J. Maybank 2013 A probabilistic definition of salient regions for image matching. Neurocomputing, 120, pp. 4-14.  Download pdf.

45. N. Raman, S.J. Maybank and Dell Zhang 2013 Action classification using a discriminative non-parametric hidden Markov model. 6th Int. Conf. on Machine Vision (ICMV 2013).Oral presentation selected as the best in the conference. pdf.

46. Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan and SJ Maybank 2014 Bin ratio-based histogram distances and their application to image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36, No. 12, pp. 2338-2352. pdf.

47. Weiming Hu, Ruiguang Hu, Nianhua Xie, Haibin Ling and S.J. Maybank 2014 Image classification using multi-scale information fusion based on saliency driven nonlinear diffusion filtering. IEEE Transactions on Image Processing, 23, No. 4, pp. 1513-1526. pdf.

48. Chunfeng Yuan, Xi Li, Weiming Hu, Haibin Ling and S.J. Maybank 2014 Modeling geometric-temporal context with directional pyramid co-occurrence for action recognition. IEEE Transactions on Image Processing, 23, No. 2, pp. 658-672. pdf.

49. Weiming Hu, Jun Gao, Yanguo Wang, Ou Wu and S. J. Maybank 2014 Online Adaboost-based parameterized methods for dynamic distributed network intrusion detection. IEEE Transactions on Cybernetics, 44, No. 1, pp. 66-82. pdf.

50. Guan Luo, Shuang Yang, Guodong Tian, Chunfeng Yuan, Weiming Hu and S. J. Maybank 2014 Learning human actions by combining global dynamics and local appearance.  IEEE Transactions on Pattern Analysis and Machine Intelligence, 36, No. 12, pp. 2466-2482. pdf.

51. Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen and S.J. Maybank 2014 Robust 3D face landmark localization based on local coordinate coding. IEEE Transactions on Image Processing, 23, No. 12, pp. 5108-5122. pdf.

52. Liang Liao, Yanning Zhang, S.J. Maybank, Zhoufeng Liu and Xin Liu 2014 Image recognition via two-dimensional random projection and nearest constrained subspace. Journal of Visual Communication and Image Representation, 25, Issue 5, pp. 1187-1198. Download pdf.

53. Weiming Hu, Wei Li, Xiaoqin Zhang and S.J. Maybank 2015 Single and multiple object tracking using a multi-feature joint sparse representation. IEEE Transactions on Pattern analysis and Machine Intelligence, 37, No. 4, pp. 816-833. pdf.

54. Chong Wang, Kaiqi Huang, Weiqiang Ren, Junge Zhang and S.J. Maybank 2015 Large-scale weakly supervised object localization via latent category learning. IEEE Transactions on Image Processing, 24, No. 4, pp. 1371-1384. pdf.

55. Bing Li, Weihua Xiong, Ou Wu, Weiming Hu, Stephen Maybank, Shuicheng Yan 2015 Horror image recognition based on context-aware multi-instance learning. IEEE Transactions on Image Processing, 24, no. 12, pp. 5193-5205. pdf.

56. S. J. Maybank 2016 A Fisher-Rao metric for curves using the information in edges. Journal of Mathematical Imaging and Vision, 54 issue 3, pp. 287-300. pdf. The final publication is available at Springer via http://dx.doi.org/10.1007/s10851-015-0603-y.

57. Chunfeng Yuan, Baoxin Wu, Xi Li, Weiming Hu, S.J. Maybank and Fangshi Wang 2015 Fusing R features and local features with context-aware kernels for action recognition. Accepted by the International Journal of Computer Vision. pdf. The final publication is available at Springer via http://link.springer.com/article/10.1007/s11263-015-0867-0.

58. Xiaoqin Zhang, Weiming Hu, Nianhua Xie, Hujun Bao and S.J. Maybank 2015 A robust tracking system for low frame rate video. International Journal of Computer Vision, 115, Issue 3, pp. 279-304. pdf

59. N. Raman and S.J. Maybank 2015 Action classification using a discriminative multilevel HDP-HMM. Neurocomputing, 154, pp. 149-161. pdf.

60. Chen Gong, Dacheng Tao, Wei Liu, S.J. Maybank, Meng Fang, Keren Fu and Jie Yang 2015 Saliency propagation from simple to difficult. IEEE Conference on Computer Vision and Pattern Recognition CVPR 2015, pp. 2531-2539. pdf.

61. Weiming Hu, Xinmiao Ding, Bing Li, Jianchao Wang, Yan Gao, Fangshi Wang, and Stephen Maybank 2016 Multi-perspective cost-sensitive context-aware multi-Instance sparse coding and its application to sensitive video recognition. IEEE Transactions on Multimedia, 18, no. 1, pp. 76-89. pdf

62. Wei Wei, Chunna Tian, S.J. Maybank and Yanning Zhang 2016 Facial expression transfer method based on frequency analysis. Pattern Recognition, 49 , pp. 115-128. ISSN 0031-3203. pdf

63. Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang and S.J. Maybank 2016 Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence. pdf

64. N. Raman and S.J. Maybank 2016 Activity recognition using a supervised non-parametric hierarchical HMM. Accepted by Neurocomputing. pdf.

65. Houwen Peng, Bing Li, Haibin Ling, Weiming Hu, Weihua Xiong and S.J. Maybank 2016 Salient object detection via structured matrix decomposition. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence. pdf.

66. 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, 25, no. 7, pp. 3249-3280. pdf.

67.  Kangwei Liu, Junge Zhang, Peipei Yang, S.J. Maybank and Kaiqi Huang 2016 GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs. Accepted by the International Journal of Computer Vision. pdf 

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

69. Yueying Kao, Kaiqi Huang and S.J. Maybank 2016 Hierarchical aesthetic quality assessment using deep convolutional neural networks. Signal Processing: Image Communication, 47, pp. 500-510. pdf

70. 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, 39, number 2, pp. 227-241. pdf

71. Liang Liao, S.J. Maybank, Yanning Zhang and Xin Liu 2017 Supervised classification via constrained subspace and tensor sparse representation. Accepted by the International Joint Conference on Neural Networks IJCNN 2017. pdf

72. 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. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence. pdf

73. Yuemei Ren, Liang Liao, S.J. Maybank, Yanning Zhang and Xin Liu 2017 Hyperspectral image spectral-spatial feature extraction via tensor principle component analysis. IEEE Geoscience and Remote Sensing Letters, 14, Issue 9. DOI: 10.1109/LGRS.2017.2686878. pdf