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Human Pose Estimation with Implicit Shape Models

Language EnglishEnglish
Book Paperback
Book Human Pose Estimation with Implicit Shape Models Jürgen Brauer
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
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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.

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About the book

Full name Human Pose Estimation with Implicit Shape Models
Author Jürgen Brauer
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 294
EAN 9783731501848
Libristo code 02668889
Publishers Karlsruher Institut Fur Technologie
Weight 354
Dimensions 148 x 210 x 16

Categories

Computing & Information Technology > Computer science
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