Human motion : understanding, modelling, capture, and animation / edited by Bodo Rosenhahn, Reinhard Klette and Dimitris MetaxasLibro / Impreso - Libros
CONTENIDO:
1. Understanding human motion: a historic review
I. 2D TRACKING
2. The role of manifold learning in human motion analysis
3. Recognition of action as a bayesian parameter estimation problem over time
4. The william harvey code: mathematical analysis of optical flow computation for cardiac motion
5. Detection and tracking of humans in single view sequences using 2d articulated model
II. LEARNING
6. Combining discrete and continuous 3d trackers
7. Graphical models for human motion modelling
8. 3d human motion analysis in monocular video: techniques and challenges
9. Spatially and temporally segmenting movement to recognize actions
10. Topologically constrained isometric embedding
III. 2D - 3D TRACKING
11. Contours, optic flow, and prior knowledge: cues for capturing 3d human motion in videos
12. Tracking clothed people
13. An introduction to interacting simulated annealing
14. Motion capture for interaction environments
15. Markerless motion capture for biomechanical application
IV. BIOMECHANICS AND APPLICATIONS
16. Qualitative and quantitative aspects of movement: the discrepancy between clinical gait analysis analysis and activities of daily life
17. Optimization of human motion exemplified with handbiking by means of motion analysis and musculoskeletal models
18. Imitation learning and transferring of human movement and hand grasping to adapt to environment changes
19. Accurate and model-free pose estimation of crash test dummies
V. MODELLING AND ANIMATION
20. A relational approach to content-based analysis of motion capture data
21. The representation of rigid body motions in the conformal model of geometric algebra
22. Video-based capturing and rendering of people
23. Interacting deformable objects
24. From performance theory to character animation tools
Index
