DocumentCode :
429295
Title :
Physically correct mesh manipulation in multi-level free-form deformation-based nonrigid registration
Author :
Castro-Pareja, C.R. ; Shekhar, R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Ohio State Univ., Columbus, OH, USA
Volume :
1
fYear :
2004
fDate :
1-5 Sept. 2004
Firstpage :
1687
Lastpage :
1690
Abstract :
We present a new solution to prevent mesh folding artifacts common in free-form deformation-based nonrigid registration. Our algorithm imposes linear bounds on the search space of control point locations, thereby enabling the use of constrained optimization algorithms. We also introduce a new method for controlling the mesh rigidity, based on maximum voxel displacement. Our method allows local control of the deformation, based on a priori knowledge of the magnitude of possible local deformations.
Keywords :
computerised tomography; deformation; image registration; medical image processing; mesh generation; optimisation; positron emission tomography; constrained optimization algorithms; control point locations; linear bounds; maximum voxel displacement; mesh folding artifacts; mesh rigidity; multi-level free-form deformation-based nonrigid registration; physically correct mesh manipulation; thoracic CT; thoracic PET; Biomedical imaging; Cancer detection; Constraint optimization; Equations; Image registration; Interpolation; Jacobian matrices; Medical diagnostic imaging; Medical treatment; Mutual information; Image registration; maximum voxel displacement; mutual information;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
Type :
conf
DOI :
10.1109/IEMBS.2004.1403508
Filename :
1403508
Link To Document :
بازگشت