Efficient Deformable Template Detection and Localization without User Initialization

  title={Efficient Deformable Template Detection and Localization without User Initialization},
  author={James M. Coughlan and Alan L. Yuille and Camper English and Daniel Snow},
  journal={Computer Vision and Image Understanding},
A novel deformable template is presented which detects the boundary of an open hand in a grayscale image without initialization by the user. A dynamic programming algorithm enhanced by pruning techniques finds the hand contour in the image in as little as 19 seconds on a Pentium 150. The template is translationand rotation-invariant and accomodates shape deformation, significant occlusion and background clutter, and the presence of multiple hands. 
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Publications referenced by this paper.
Showing 1-10 of 24 references

Prior Learning and Gibbs Reaction-Diffusion

IEEE Trans. Pattern Anal. Mach. Intell. • 1997
View 1 Excerpt

An Active Testing Model for Tracking Roads in Satellite Images

IEEE Trans. Pattern Anal. Mach. Intell. • 1996
View 2 Excerpts

Global Optimization of a Deformable Hand Template Using Dynamic Programming.

J. Coughlan
Harvard Robotics Laboratory. Technical report • 1995
View 1 Excerpt

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