01649nam 2200385z- 450 991034670600332120231214133640.01000039083(CKB)4920000000094634(oapen)https://directory.doabooks.org/handle/20.500.12854/49634(EXLCZ)99492000000009463420202102d2014 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierHuman Pose Estimation with Implicit Shape ModelsKIT Scientific Publishing20141 electronic 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.Computer visionBildverarbeitungHuman pose estimationaction recognitionAktionserkennungScene understandingSzenenverstehenMenschliche PosenschätzungBrauer Jürgenauth480178BOOK9910346706003321Human Pose Estimation with Implicit Shape Models3038231UNINA