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Human Pose Estimation with Implicit Shape Models

Name: Human Pose Estimation with Implicit Shape Models
Brand: Karlsruher Institut Fur Technologie
SKU: 02668889
Price: 16944 HUF
Availability: InStock
Author: Jürgen Brauer
ISBN: 9783731501848

Jürgen Brauer

Language

English

Book Paperback

Libristo code: 02668889

Publishers Karlsruher Institut Fur Technologie, September 2014

This work presents a new approach for estimating 3D human poses based on monocular camera informatio... Full description

Libristo code: 02668889

116 b

16 944 Ft

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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 distributions.