Title :
Real-Time Visualized Freehand 3D Ultrasound Reconstruction Based on GPU
Author :
Dai, Yakang ; Tian, Jie ; Dong, Di ; Yan, Guorui ; Zheng, Hairong
Author_Institution :
Med. Image Process. Group, Chinese Acad. of Sci., Beijing, China
Abstract :
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.
Keywords :
biomedical ultrasonics; computer graphics; coprocessors; image reconstruction; medical image processing; GPU; complete 3-D imaging; graphics processing unit; hole-filling; image reconstruction; incremental ray casting; partially reconstructed volume; real-time visualized freehand 3D ultrasound; visualized reconstruction algorithm; Graphics processing unit; Image reconstruction; Real time systems; Rendering (computer graphics); Three dimensional displays; Ultrasonic imaging; Visualization; Compute unified device architecture (CUDA); freehand 3-D ultrasound; graphics processing unit (GPU); volume reconstruction; volume rendering; Algorithms; Computer Graphics; Humans; Image Processing, Computer-Assisted; Imaging, Three-Dimensional; Liver; Ultrasonography;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2010.2072993