Title :
Reducing peak hopping artifacts in ultrasonic strain estimation with the Viterbi algorithm
Author :
Petrank, Yael ; Huang, Lingyun ; O´Donnell, Matthew
Author_Institution :
Dept. of Bioeng., Univ. of Washington, Seattle, WA
Abstract :
Internal strain resulting from tissue deformation can be estimated by correlation of speckle patterns within radio frequency (RF) ultrasound images. For large deformations, random correlations between speckle kernels may exceed the true peak. In this study, we use the Viterbi algorithm to overcome peak hopping artifacts. RF data were generated for an average strain of 5%. Simulations were performed for a medium with an inclusion at the center of elastic modulus 6 times that of the surrounding medium. Results show that Viterbi processing can significantly reduce peak hopping.
Keywords :
acoustic correlation; biological tissues; biomechanics; biomedical ultrasonics; elastic deformation; elastic moduli; maximum likelihood estimation; medical image processing; speckle; Viterbi processing algorithm; elastic modulus; peak hopping artifacts reduction; radio frequency ultrasound images; random correlation; speckle kernel patterns; tissue deformation; ultrasonic strain estimation; Biomedical engineering; Capacitive sensors; Frequency estimation; Kernel; Motion estimation; Pixel; Radio frequency; Speckle; Ultrasonic imaging; Viterbi algorithm; Viterbi algorithm; peak hopping;
Conference_Titel :
Ultrasonics Symposium, 2008. IUS 2008. IEEE
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2428-3
Electronic_ISBN :
978-1-4244-2480-1
DOI :
10.1109/ULTSYM.2008.0116