01667nam 2200397z- 450 9910346706003321202102111000039083(CKB)4920000000094634(oapen)https://directory.doabooks.org/handle/20.500.12854/49634(oapen)doab49634(EXLCZ)99492000000009463420202102d2014 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierHuman Pose Estimation with Implicit Shape ModelsKIT Scientific Publishing20141 online resource (XVIII, 264 p. p.)Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung3-7315-0184-8 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.action recognitionAktionserkennungScene understandingBildverarbeitungComputer visionHuman pose estimationMenschliche PosenschätzungSzenenverstehenBrauer Jürgenauth480178BOOK9910346706003321Human Pose Estimation with Implicit Shape Models3038231UNINA