Title :
Shape representation of human anatomy using spherical harmonic basis function
Author :
Tateyama, Tomoko ; Okegawa, Megumi ; Kohara, Shinya ; Han, Xianhua ; Kanasaki, Shuzo ; Furukawa, Akira ; Jiang, Huiyan ; Murata, Kiyoshi ; Chen, Yen-Wei
Author_Institution :
Intell. Image Process. Lab., Ritsumeikan Univ., Kusatsu, Japan
fDate :
Nov. 29 2011-Dec. 1 2011
Abstract :
In medical imaging research, the three-dimensional (3-D) shape representation and analysis of anatomic structures using only a few parameters is an important issues, and can be applied to computer assisted diagnosis, surgical simulations, visualization, and many other medical applications. This paper proposes the representation of the shape surfaces of a simply connected 3-D object using spherical harmonic (spharm) functions, which can provide an approximate global description of the shape using only a few spharm parameters. Spharms are obtained from several partial differential equations used in physics, such as the Laplace, Helmholtz, and Schrodinger equations, in which spherical coordinates are used. In this study, we aim to develop a 3D representation of human anatomy, such as the liver and spleen, with fewer parameters by using spharm functions. Furthermore, the experimental results show that the shape of the liver and spleen can be accurately represented with only a few spharm parameters.
Keywords :
data visualisation; image representation; liver; medical image processing; partial differential equations; 3D shape representation; anatomic structures; computer assisted diagnosis; human anatomy shape representation; liver shape; medical imaging research; partial differential equations; shape surface representation; simply connected 3D object; spharm functions; spharm parameters; spherical coordinates; spherical harmonic basis function; spleen shape; surgical simulations; surgical visualization; three-dimensional shape analysis; three-dimensional shape representation; Biomedical imaging; Computational modeling; Educational institutions; Harmonic analysis; Liver; Shape; Solid modeling;
Conference_Titel :
Computer Sciences and Convergence Information Technology (ICCIT), 2011 6th International Conference on
Conference_Location :
Seogwipo
Print_ISBN :
978-1-4577-0472-7