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Human Pose Estimation with Implicit Shape Models

Human Pose Estimation with Implicit Shape Models

Paperback

Programming

ISBN10: 3731501848
ISBN13: 9783731501848
Publisher: Karlsruher Institut Fur Techn
Published: Sep 4 2014
Pages: 294
Weight: 0.78
Height: 0.62 Width: 5.83 Depth: 8.27
Language: English
This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Particle Swarm Optimization (PSO) where projected 3D pose hypotheses are compared with the generated landmark vote distributions.

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