Title :
MPEG compression of ultrasound RF channel data for a real-time software-based imaging system
Author :
Cheng, Po-Wen ; Shen, Che-Chou ; Li, Pai-Chi
Author_Institution :
Grad. Inst. of Biomed. Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
7/1/2012 12:00:00 AM
Abstract :
Using software for beamforming in ultrasound systems provides high flexibility, and the large number of computations required in a software-based system can be performed in real time on a PC. However, the very large data transfer rate required from the ultrasound front-end to the PC host for real-time operation is a bottleneck which cannot be overcome without appropriate compression. Previous studies have examined JPEG compression of ultrasound RF channel data, but the schemes do not exploit temporal redundancy between adjacent frames. This study utilized MPEG technology to process the ultrasound RF data to increase the compression efficiency. Our results indicate that MPEG compression generally provides a better compression ratio than does JPEG compression. As an example, the compression ratio of MPEG compression in an 8-bit channel A/D data under 5 μm interframe displacement is smaller than 0.13, thus allowing real-time data transfer requirements to be met. Moreover, the compression efficiency for motions in different directions is shown to be highly dependent on the frame-to-frame correlation.
Keywords :
biomedical ultrasonics; data compression; image coding; medical image processing; real-time systems; ultrasonic imaging; 8-bit channel A-D data; JPEG compression; MPEG compression; data transfer rate; flexibility; frame-to-frame correlation; interframe displacement; personal computer; real-time operation; real-time software-based imaging system; ultrasound RF channel data; ultrasound beamforming systems; Array signal processing; Image coding; Imaging; Radio frequency; Real time systems; Transform coding; Ultrasonic imaging; Algorithms; Computer Systems; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Radio Waves; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Software; Ultrasonography;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2012.2342