Human Pose Estimation with Implicit Shape Models

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 Part...

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Príomhchruthaitheoir: Brauer, Jürgen (auth)
Formáid: Leictreonach Caibidil leabhair
Teanga:Béarla
Foilsithe / Cruthaithe: KIT Scientific Publishing 2014
Sraith:Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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Achoimre: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.
Cur síos fisiciúil:1 electronic resource (XVIII, 264 p. p.)
ISBN:KSP/1000039083
9783731501848
Rochtain:Open Access