Human Pose Estimation with Implicit Shape Models

• Hovedforfatter: Brauer, Jürgen (auth)
• Format: Electronisk Book Chapter
• Sprog: engelsk
• Udgivet: KIT Scientific Publishing 2014
• Serier: Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
• Fag: Computer vision; Bildverarbeitung; Human pose estimation; action recognition; AktionserkennungScene understanding; Szenenverstehen; Menschliche Posenschätzung
• Online adgang: DOAB: download the publication; DOAB: description of the publication

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...