RAY-CASTING METHOD TO ASSESS THE QUALITY OF SEGMENTED SURFACES FROM 3D IMAGES

被引:0
|
作者
D'Amato, J. P. [1 ,2 ]
Del Fresno, M. [1 ,3 ]
Garcia Bauza, C. [1 ,2 ]
Venere, M. [1 ]
机构
[1] Univ Nacl Ctr Prov Buenos Aires, Inst Pladema, Campus Univ S-N, RA-7000 Tandil, Argentina
[2] Consejo Nacl Invest Cient & Tecn, Buenos Aires, DF, Argentina
[3] Comis Nacl Invest Cient Prov Bs As CICPBA, La Plata, Buenos Aires, Argentina
关键词
image segmentation; error estimation; volume calculation;
D O I
10.1117/12.2256775
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A novel algorithm to evaluate the quality of surface segmentations extracted from 3D images is presented. The procedure calculates the volume enclosed between the segmented object represented by a triangular mesh and a reference one. The indicator is computed by means of a robust and efficient ray-tracing algorithm. This algorithm is fully parallelizable, and it can run even on GPUs architectures. The method is validated against synthetic cases and segmentations of real medical images.
引用
收藏
页数:10
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