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Human Pose Estimation with Implicit Shape Models by Brauer, Juergen β€” book cover

Human Pose Estimation with Implicit Shape Models

by Brauer, Juergen
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Overview

... poses by traversing the whole database pose by pose and adding only such poses to a growing set of example poses Qo that are significantly different to the example poses collected so far . A pose q1 is considered as significantly ...

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.

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Book Details

Published
April 29, 2014
Publisher
KIT Scientific Publishing
Pages
293
ISBN
9783731501848

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