Time-dependent three-dimensional musculo-skeletal modeling based on dynamic surface measurements of bodies
Active contour models and active shape models were developed for the detection of the kinematics landmarks on sequential back surface measurements. The anatomical landmarks correspond with the spinous process, the dimples of the posterior superior iliac spines (PSIS), the margo mediales and the elbow. Back surface curvatures are used as a basis to guide the ACM and ASM's towards interesting landmark features on the back surface. Geometrical bending and torsion costs, and the main modes of variation of the landmark points are added to the models in order to avoid unrealistic curve shapes from a biomechanical point of view. Reconstruction of the underlying skeletal structures is performed using the surface normals as approximations for skeletal rotations (e.g. axial vertebrae rotations, pelvic torsion, etc.) and anatomical formulas to estimate skeletal dimensions.
1. A computer based method for detecting and/or extracting from a series of time-dependent images of a surface of body parts of a creature anatomical features on surface measurements, said method comprising using invariant feature analysis to determine anatomical landmarks and shapes using said computer, wherein said invariant feature analysis comprises using said computer to fulfill predetermined conditions describing topographic characteristics of the surface of the body parts of the creature and using said computer to fulfill predetermined conditions describing topographic, topologic and/or volumetric characteristics of the interior of the body parts of the creature, and
wherein said topographic characteristics of the surface of the body parts of the creature are curvature and symmetry of surface parts of the body parts of the creature
and said topographic, topologic and/or volumetric characteristics of the interior of the body parts of a creature are the relative position, bending, torsion, equidistance and dynamical properties of interior parts of the body parts of the creature.
2. The method according to claim 1 , wherein said predetermined conditions describing topographic characteristics of the surface of the body parts of the creature and said predetermined conditions describing topographic, topologic and volumetric characteristics of the interior of the body parts of the creature are determined by biomechanical constraints.
3. The method according to claim 1 , wherein said invariant feature analysis comprises active contour modelling.
4. The method according to claim 3 , wherein said active contour modelling is based on optimising a finite number of active contour points, all said active contour points substantially being at an equal distance.
5. The method according to claim 1 , wherein said invariant feature analysis comprises active shape modelling.
6. A computer program product comprising a non-transitory computer readable medium comprising a computer-readable program code embodied therein, said code adapted to be executed to implement the method as claimed in claim 1 .
7. A machine readable data storage device storing the computer program product of claim 6 .
8. A computer program product comprising a comprising a non-transitory computer readable medium comprising a computer-readable program code embodied therein, said code adapted to be executed to implement the method as claimed in claim 3 .
9. A machine readable data storage device storing the computer program product of claim 8 .