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Article

Raman, Natraj and Maybank, Stephen J. (2016) Activity recognition using a supervised non-parametric hierarchical HMM. Neurocomputing 199 , pp. 163-177. ISSN 0925-2312.

Raman, Natraj and Maybank, Stephen J. (2015) Action classification using a discriminative multilevel HDP-HMM. Neurocomputing 154 , pp. 149-161. ISSN 0925-2312.

Book Section

Maybank, Stephen J. and Raman, Natraj (2016) Non-parametric hidden conditional random fields for action classification. In: UNSPECIFIED (ed.) 2016 International Joint Conference on Neural Networks (IJCNN) - Proceedings. New Jersey, U.S.: IEEE Computer Society, pp. 3256-3263. ISBN 9781509006205.

Raman, Natraj and Maybank, Stephen J. and Zhang, Dell (2013) Action classification using a discriminative non-parametric hidden Markov model. In: Vuksanovic, B. and Zhou, J. and Verikas, A. (eds.) Sixth International Conference on Machine Vision (ICMV 2013). SPIE Proceedings 9067. International Society for Optics and Photonics. ISBN 9780819499967.

Thesis

Raman, Natraj (2016) Action recognition in depth videos using nonparametric probabilistic graphical models. [Thesis] (Unpublished)