DocumentCode
1808686
Title
Online tracking of skin colour regions against a complex background
Author
Basu, S. ; Chakraborty, S. ; Mukherjee, K. ; Pandit, S.K.
Author_Institution
Comput. Sci. & Eng. Dept., MCKV Inst. of Eng., Howrah, India
fYear
2004
fDate
20-22 Dec. 2004
Firstpage
184
Lastpage
186
Abstract
Online tracking of human activity against a complex background is a challenging task for many applications. In this paper, we have developed a robust technique for localizing skin colour regions from unconstrained image frames. A simple and fast segmentation algorithm is used to train a multiplayer perceptron (MLP) for detection of skin colours. Stepper motors are synchronized with the MLP to track the movement of the skin colour regions.
Keywords
image colour analysis; image recognition; image segmentation; learning (artificial intelligence); multilayer perceptrons; skin; stepping motors; synchronisation; MLP; human activity; multiplayer perceptron; online tracking; segmentation algorithm; skin colour detection; skin colour region; stepper motor; synchronization; unconstrained image frame; Cameras; Face detection; Face recognition; Humans; Image segmentation; Pixel; Robustness; Skin; Streaming media; Tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
India Annual Conference, 2004. Proceedings of the IEEE INDICON 2004. First
Print_ISBN
0-7803-8909-3
Type
conf
DOI
10.1109/INDICO.2004.1497734
Filename
1497734
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