Human Pose Estimation with Implicit Shape Models

By:

Jurgen Brauer

Format:

Paperback / softback

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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.

Release date Australia

September 4th, 2014

Author

Jurgen Brauer

Pages

294

Audience

General (US: Trade)

Dimensions

148x210x16

ISBN-13

9783731501848

Product ID

35922229

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