Self-Organized Integration of Adaptive Visual Cues for Face Tracking

Grenoble, France9 March 26-March 30

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http://doi.ieeecomputersociety.org/10.1109/AFGR.2000.840619

Fourth IEEE International Conference ...

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	Jochen Triesch, Christoph von der Malsburg, "Self-Organized Integration of Adaptive Visual Cues for Face Tracking," Automatic Face and Gesture Recognition, IEEE International Conference on, pp. 102, Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), 2000.

	BibTex	x
	@article{ 10.1109/AFGR.2000.840619, author = {Jochen Triesch and Christoph von der Malsburg}, title = {Self-Organized Integration of Adaptive Visual Cues for Face Tracking}, journal ={Automatic Face and Gesture Recognition, IEEE International Conference on}, volume = {0}, year = {2000}, isbn = {0-7695-0580-5}, pages = {102}, doi = {http://doi.ieeecomputersociety.org/10.1109/AFGR.2000.840619}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Automatic Face and Gesture Recognition, IEEE International Conference on TI - Self-Organized Integration of Adaptive Visual Cues for Face Tracking SN - 0-7695-0580-5 SP EP A1 - Jochen Triesch, A1 - Christoph von der Malsburg, PY - 2000 KW - computer vision KW - sensor fusion KW - sensory integration KW - face tracking KW - face detection KW - self-organization KW - adaptivity KW - Democratic Integration VL - 0 JA - Automatic Face and Gesture Recognition, IEEE International Conference on ER -

Jochen Triesch, University of Rochester

Christoph von der Malsburg, Ruhr-Universitaet Bochum

A mechanism for the self-organized integration of different adaptive cues is proposed. In Democratic Integration the cues agree on a result and each cue adapts towards the result agreed upon. A technical formulation of this scheme is employed in a face tracking system. The self-organized adaptivity leads to suppression and recalibration of discordant cues. Experiments show that the system is robust to sudden changes in the environment as long as the changes disrupt only a minority of cues at the same time, although all cues may be affected in the long run.

Index Terms:

computer vision, sensor fusion, sensory integration, face tracking, face detection, self-organization, adaptivity, Democratic Integration

Citation:

Jochen Triesch, Christoph von der Malsburg, "Self-Organized Integration of Adaptive Visual Cues for Face Tracking," fg, pp.102, Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), 2000

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