CHARACTERIZATION OF ULTRASONIC B-SCANS USING NON-RAYLEIGH STATISTICS

被引:46
作者
MOLTHEN, RC [1 ]
SHANKAR, PM [1 ]
REID, JM [1 ]
机构
[1] DREXEL UNIV, DEPT ELECT & COMP ENGN, PHILADELPHIA, PA 19104 USA
基金
美国国家卫生研究院;
关键词
TISSUE CHARACTERIZATION; PHANTOMS; NON-RAYLEIGH STATISTICS; SCATTERING FROM TISSUES;
D O I
10.1016/S0301-5629(94)00105-7
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The envelope of the ultrasonic echo backscattered from tissues is modeled using non-Rayleigh statistics, namely the K-distribution. We show that the K-distribution can be used to describe the envelope of the echo, and its parameters may be used to distinguish between different regions in ultrasonic B-scan images. The validity of the model is tested using phantoms. Preliminary results indicate that the parameters of the K-distribution may be used to separate targets, in which the number of scatterers or the scattering cross-sections differ from that of the background. The method of employing the parameters of the K-distribution appears to be better than the methods based solely on the signal-to-noise ratio.
引用
收藏
页码:161 / 170
页数:10
相关论文
共 26 条
[12]  
MOLTHEN RC, 1993, 1993 ULTR S
[13]   A MODEL FOR NON-RAYLEIGH SCATTERING STATISTICS [J].
OLIVER, CJ .
OPTICA ACTA, 1984, 31 (06) :701-722
[14]  
Papoulis A., 1984, PROBABILITY RANDOM V
[15]   A METHOD FOR ESTIMATING PARAMETERS OF K-DISTRIBUTED CLUTTER [J].
RAGHAVAN, RS .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1991, 27 (02) :238-246
[16]   USE OF NON-RAYLEIGH STATISTICS FOR THE IDENTIFICATION OF TUMORS IN ULTRASONIC B-SCANS OF THE BREAST [J].
SHANKAR, PM ;
REID, JM ;
ORTEGA, H ;
PICCOLI, CW ;
GOLDBERG, BB .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1993, 12 (04) :687-692
[17]   TISSUE CHARACTERIZATION BASED ON SCATTERER NUMBER DENSITY-ESTIMATION [J].
SLEEFE, GE ;
LELE, PP .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1988, 35 (06) :749-757
[18]   FREQUENCY INDEPENDENT ULTRASOUND CONTRAST-DETAIL ANALYSIS [J].
SMITH, SW ;
LOPEZ, H ;
BODINE, WJ .
ULTRASOUND IN MEDICINE AND BIOLOGY, 1985, 11 (03) :467-477
[19]   SPECIAL ISSUE ON THE BIOLOGICAL EFFECTS OF ULTRASOUND [J].
STRATMEYER, ME ;
LIZZI, FL .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1986, 33 (02) :137-138
[20]   DEVIATIONS FROM RAYLEIGH STATISTICS IN ULTRASONIC SPECKLE [J].
TUTHILL, TA ;
SPERRY, RH ;
PARKER, KJ .
ULTRASONIC IMAGING, 1988, 10 (02) :81-89