Human Pose Estimation with Implicit Shape Models - Jürgen Brauer
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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 ... Full description
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Description
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.
More Information
| Author | Jürgen Brauer |
|---|---|
| Publisher | Karlsruher Institut für Technologie |
| Release year | 2014 |
| Cover type | Softcover |
| EAN | 9783731501848 |