Two-dimensional spatial compounding with warping

被引:21
作者
Groves, AR [1 ]
Rohling, RN [1 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
基金
加拿大自然科学与工程研究理事会; 加拿大创新基金会;
关键词
spatial compounding; ultrasound; 2-D; nonrigid registration; warping; radial basis function; thin-plate spline; PC architecture;
D O I
10.1016/j.ultrasmedbio.2004.05.009
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Spatial compounding aims to improve image quality through signal averaging, but speed-of-sound (SoS) and refraction errors can misalign the component frames and blur the compound image. A 2-D compounding system is demonstrated that uses a nonrigid registration (warping) to realign the frames before compounding. Block-based estimates of local misalignments are interpolated smoothly to compute the warp vectors. Simulations and a specialized phantom, both with a 9% SoS distortion, were created, and compound images with and without warping were compared to the conventional image. Image sharpness was compared by measuring the diameter of point targets and directional edge sharpness. The average registration accuracy was 0.06 to 0.07 nun (approximately one pixel). The diameter of point targets increased only 2% with warping vs. 32% without warping and directional edge sharpness dropped 3.7% vs. 20.0%. Furthermore, most of the speckle reduction due to compounding is retained when warping is used. The tests on simulated and phantom data demonstrate that the method is capable of making a small, but significant, improvement to image quality. The examinations in vitro and in vivo show the correct operation of the method with real tissue features. Further clinical studies should be performed to compare spatial compounding with and without warping to see which applications would benefit from the small improvement. (C) 2004 World Federation for Ultrasound in Medicine Biology.
引用
收藏
页码:929 / 942
页数:14
相关论文
共 15 条
[2]   Surface interpolation with radial basis functions for medical imaging [J].
Carr, JC ;
Fright, WR ;
Beatson, RK .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (01) :96-107
[3]  
Entrekin R., 1999, Medicamundi, V43, P35
[4]  
FUNG W, 2003, TR002 U BRIT COL
[5]  
Hill C. R., 2004, PHYS PRINCIPLES MED
[6]   Real-time spatial compound imaging in breast ultrasound [J].
Huber, S ;
Wagner, M ;
Medl, M ;
Czembirek, H .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2002, 28 (02) :155-163
[7]  
Jensen J. A., 1996, Medical & Biological Engineering & Computing, V34, P351
[8]   In vitro spatial compound scanning for improved visualization of atherosclerosis [J].
Jespersen, SK ;
Wilhjelm, JE ;
Sillesen, H .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2000, 26 (08) :1357-1362
[9]   SPECKLE MOTION ARTIFACT UNDER TISSUE ROTATION [J].
KALLEL, F ;
BERTRAND, M ;
MEUNIER, J .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1994, 41 (01) :105-122
[10]   Real-time spatial compound imaging improves reproducibility in the evaluation of atherosclerotic carotid plaques [J].
Kofoed, SC ;
Gronholdt, MLM ;
Wilhjelm, JE ;
Bismuth, J ;
Sillesen, H .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2001, 27 (10) :1311-1317