| N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Fourth IEEE Int. Conf. on Multimodal Interfaces, pages 3-- 8, 2002. |
....(with the exception of the AHMM) has been limited to inference at the high level, and the issue of dealing with the low level noisy sensory models has not been addressed. Attempts to integrate high level structured behaviour models with low level sensory models have only appeared recently. Oliver [14] proposed a Layered Hidden Markov Model (LHMM) where the classification results of the low layer are used as inputs to the higher layer. Ivanov and Bobick [10] proposed a two stage strategy: at the low level, the basic HMMs are used to detect simple patterns in the behaviours; at the high level, ....
N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Fourth IEEE Int. Conf. on Multimodal Interfaces, pages 3--8, 2002.
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N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Proc. of Int. Conf. on Multimodal Interfaces, pages 3--8, 2002.
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N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Proc. of Int. Conf. on Multimodal Interfaces, pages 3--8, 2002.
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N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Fourth IEEE Int. Conf. on Multimodal Interfaces, pages 3-- 8, 2002.
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OLIVER, N. and HORVITZ, E., 2002, Layered representations for human activity recognition. In Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI), (IEEE Computer Society), 3.
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Oliver, N.; Horvitz, E.; and Garg, A. 2002. Layered representations for human activity recognition. In Proc. of Int'l Conf. on Multimodal Interfaces.
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N. Oliver, E. Horvitz, and A. Garg. Layered representations for human activity recognition. In Fourth IEEE Int. Conf. on Multimodal Interfaces, pages 3-- 8, 2002.
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Oliver, N. et al. Layered representations for human activity recognition.. Proc. International Conference on Multimodal Interfaces 2002.
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Oliver, N. et al. Layered representations for human activity recognition.. Proc. International Conference on Multimodal Interfaces 2002.
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