3D articulated models and multi-view tracking with silhouettes
Delamarre, Q.; Faugeras, O.
Computer Vision, 1999. The Proceedings of the Seventh IEEE International Conference on
Volume 2, Issue , 1999 Page(s):716 - 721 vol.2
Digital Object Identifier   10.1109/ICCV.1999.790292
Summary:We propose a method to estimate the motion of a person filmed by two or more fixed cameras. The novelty of our technique is its ability to cope with fast movements, self-occlusions and noisy images. Our algorithms are based on the latest works on calibration and image segmentation developed in our lab. We compare the projections of a 3D model of a person on the images to the detected silhouettes of the person, and by creating forces that will move the 3D model towards the final estimation of the real pose. We developed a fast algorithm that computes the motion of the articulated 3D model. We show that our results are good, even if the cameras are not synchronized

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