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- W1875785265 abstract "This paper presents an application of the hidden Markov models (HMMs) to the recognition of snakes behaviors, an important and hard problem that, as far as the authors know, has not been tackled before, by the computer vision community. Experiments were conducted using different HMM configurations, including modifications on the number of internal states and the initialization procedures. The best results have shown a 84% correct classification rate, using HMMs with 4 states and an initialization procedure based on the K-Means algorithm." @default.
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- W1875785265 date "2007-01-01" @default.
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- W1875785265 title "Hidden Markov Models Applied to Snakes Behavior Identification" @default.
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- W1875785265 doi "https://doi.org/10.1007/978-3-540-77129-6_66" @default.
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