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Tracking and recognizing people in colour using the earth mover's distance

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2 Author(s)
Wojtaszek, D. ; S.I.T.E, Ottawa Univ., Ont., Canada ; Laganiere, R.

This paper proposes a method that tracks and recognizes people in indoor scenes. Background subtraction and foreground silhouette analysis are used to detect people. The colour of each person's clothes is used as a distinguishing feature for the purpose of tracking and recognizing people. Clothing colour is extracted using histograms on a luminance and perceptually uniform chrominance colour space. A measure of dissimilarity between different histograms is computed using the earth mover's distance. This approach has been used in an application consisting in monitoring people entering or leaving a room.

Published in:

Haptic Virtual Environments and Their Applications, IEEE International Workshop 2002 HAVE

Date of Conference:

2002