Real-Time Visualized Freehand 3D Ultrasound Reconstruction Based on GPU

被引:39
|
作者
Dai, Yakang [1 ]
Tian, Jie [1 ,2 ]
Dong, Di [1 ]
Yan, Guorui [1 ]
Zheng, Hairong [3 ]
机构
[1] Chinese Acad Sci, Med Image Proc Grp, Inst Automat, Beijing 100190, Peoples R China
[2] Xidian Univ, Life Sci Ctr, Xian 710071, Shanxi, Peoples R China
[3] Chinese Acad Sci, Paul C Lauterbur Res Ctr Biomed Imaging, Inst Biomed & Hlth Engn, Shenzhen Inst Adv Technol, Shenzhen 518067, Peoples R China
关键词
Compute unified device architecture (CUDA); freehand 3-D ultrasound; graphics processing unit (GPU); volume reconstruction; volume rendering; 3-DIMENSIONAL ULTRASOUND; ECHOCARDIOGRAPHY; ULTRASONOGRAPHY; DISPLAY;
D O I
10.1109/TITB.2010.2072993
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Visualized freehand 3-D ultrasound reconstruction offers to image incremental reconstruction during acquisition and guide users to scan interactively for high-quality volumes. We originally used the graphics processing unit (GPU) to develop a visualized reconstruction algorithm that achieves real-time level. Each newly acquired image was transferred to the memory of the GPU and inserted into the reconstruction volume on the GPU. The partially reconstructed volume was then rendered using GPU-based incremental ray casting. After visualized reconstruction, hole-filling was performed on the GPU to fill remaining empty voxels in the reconstruction volume. We examine the real-time nature of the algorithm using in vitro and in vivo datasets. The algorithm can image incremental reconstruction at speed of 26-58 frames/s and complete 3-D imaging in the acquisition time for the conventional freehand 3-D ultrasound.
引用
收藏
页码:1338 / 1345
页数:8
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