Building Temporal Models for Gesture Recognition
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Bowden, R and Sarhadi, M (2000) Building Temporal Models for Gesture Recognition In: BMVC 2000 - The Eleventh British Machine Vision Conference, 2000-09-11 - 2000-09-14, Bristol, UK.
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Abstract
This work presents a piecewise linear approximation to non-linear Point Distribution Models for modelling the human hand. The work utilises the natural segmentation of shape space, inherent to the technique, to apply temporal constraints which can be used with CONDENSATION to support multiple hypotheses and quantum leaps through shape space. This paper presents a novel method by which the one-state transitions of the English Language are projected into shape space for tracking and model prediction using a HMM like approach.
| Item Type: | Conference or Workshop Item (Conference Paper) | |||||||||
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| Subjects : | Computing | |||||||||
| Divisions : | Faculty of Engineering and Physical Sciences > Computing Science | |||||||||
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| Date : | 11 September 2000 | |||||||||
| Copyright Disclaimer : | © 2000 BMVA | |||||||||
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| Depositing User : | Symplectic Elements | |||||||||
| Date Deposited : | 28 Mar 2017 15:33 | |||||||||
| Last Modified : | 31 Oct 2017 18:52 | |||||||||
| URI: | http://epubs.surrey.ac.uk/id/eprint/812641 |
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