Analysis of human motion using snakes and neural networks

Ken Tabb; S. George; N. Davey; R.G. Adams

doi:10.1007/10722604_5

Analysis of human motion using snakes and neural networks

Ken Tabb, S. George, N. Davey, R.G. Adams

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

39 Downloads (Pure)

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.

Original language	English
Pages (from-to)	48-57
Journal	Lecture Notes in Computer Science (LNCS)
Volume	1899
DOIs	https://doi.org/10.1007/10722604_5
Publication status	Published - 2000

Access to Document

10.1007/10722604_5

900917.pdf

Cite this

@article{6e71e6f7065c4278a89880b736e31000,

title = "Analysis of human motion using snakes and neural networks",

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{\textquoteright}s motion deformation to be analysed. Experiments are described which investigate the success of the technique being presented.",

author = "Ken Tabb and S. George and N. Davey and R.G. Adams",

note = "The original publication is available at www.springerlink.com",

year = "2000",

doi = "10.1007/10722604\_5",

language = "English",

volume = "1899",

pages = "48--57",

journal = "Lecture Notes in Computer Science (LNCS)",

issn = "1611-3349",

publisher = "Springer Nature ",

}

TY - JOUR

T1 - Analysis of human motion using snakes and neural networks

AU - Tabb, Ken

AU - George, S.

AU - Davey, N.

AU - Adams, R.G.

N1 - The original publication is available at www.springerlink.com

PY - 2000

Y1 - 2000

N2 - 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.

AB - 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.

U2 - 10.1007/10722604_5

DO - 10.1007/10722604_5

M3 - Article

SN - 1611-3349

VL - 1899

SP - 48

EP - 57

JO - Lecture Notes in Computer Science (LNCS)

JF - Lecture Notes in Computer Science (LNCS)

ER -

Analysis of human motion using snakes and neural networks

Abstract

Access to Document

Fingerprint

Cite this