Human Pose Estimation with Implicit Shape Models
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| Autore: |
Brauer Jürgen
|
| Titolo: |
Human Pose Estimation with Implicit Shape Models
|
| Pubblicazione: | KIT Scientific Publishing, 2014 |
| Descrizione fisica: | 1 electronic resource (XVIII, 264 p. p.) |
| Soggetto non controllato: | Computer vision |
| Bildverarbeitung | |
| Human pose estimation | |
| action recognition | |
| AktionserkennungScene understanding | |
| Szenenverstehen | |
| Menschliche Posenschätzung | |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Human Pose Estimation with Implicit Shape Models |
| ISBN: | 1000039083 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910346706003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |