TY - BOOK ID - 100720189 TI - Human Pose Estimation with Implicit Shape Models PY - 2014 SN - 1000039083 3731501848 PB - KIT Scientific Publishing DB - UniCat KW - Computer vision KW - Bildverarbeitung KW - Human pose estimation KW - action recognition KW - AktionserkennungScene understanding KW - Szenenverstehen KW - Menschliche Posenschätzung UR - https://www.unicat.be/uniCat?func=search&query=sysid:100720189 AB - 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. ER -