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Human Pose Estimation With Implicit Shape Models

Human Pose Estimation With Implicit Shape Models

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Publisher's Synopsis

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.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

Book information

ISBN: 9781013280429
Publisher: Creative Media Partners, LLC
Imprint: Saint Philip Street Press
Pub date:
Language: English
Number of pages: 292
Weight: 680g
Height: 280mm
Width: 216mm
Spine width: 15mm