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Analysis of human motion using snakes and neural networks (2000) [4 citations — 2 self]

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@INPROCEEDINGS{Tabb00analysisof,
    author = {Ken Tabb and Neil Davey and Rod Adams},
    title = {Analysis of human motion using snakes and neural networks},
    booktitle = {Proc. IWAMDO, Palma de Mallorca, Balaeric Islands},
    year = {2000},
    pages = {48--57}
}

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Abstract:

Abstract: A novel technique is described for analysing human movement in outdoor scenes. Following initial detection of the humans using active contour models, the contours are then re-represented as normalised axis crossover vectors. These vectors are then fed into a neural network which determines the typicality of a given human shape, allowing for a given human’s motion deformation to be analysed. Experiments are described which investigate the success of the technique being presented.

Citations

2076	Snakes: active contour models – Kass, Witkin, et al. - 1988
436	Isard M. Active Contours – Blake - 1998
185	A Fast Algorithm for Active Contours and Curvature Estimation – Williams, Shah - 1992
93	An efficient method for contour tracking using active shape models – Baumberg, Hogg
92	Boyle R: Image Processing, Analysis, and Machine Vision 2nd edition – Sonka, Hlavac - 1998
6	Detecting partial occlusion of humans using snakes and neural networks – Tabb, Davey, et al. - 1999
6	Human Shape Recognition from Snakes using Neural Networks – Tabb, George, et al. - 1999
6	Snakes and their influence on visual processing – Tabb, George - 1998