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 [Thesis] (Unpublished)

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.

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.