Tunnelling descent: a new algorithm for active contour segmentation of ultrasound images.

作者: Zhong Tao , C. Carl Jaffe , Hemant D. Tagare

DOI: 10.1007/978-3-540-45087-0_21

关键词:

摘要: The presence of speckle in ultrasound images makes it hard to segment them using active contours. Speckle causes the energy function contours have many local minima, and gradient descent procedure used for evolving contour gets trapped these minima.

参考文章(13)
Robert F. Wagner, Michael F. Insana, David G. Brown, Statistical properties of radio-frequency and envelope-detected signals with applications to medical ultrasound Journal of the Optical Society of America A. ,vol. 4, pp. 910- 922 ,(1987) , 10.1364/JOSAA.4.000910
Kurt S. Riedel, Detection of abrupt changes: theory and application Technometrics. ,vol. 36, pp. 550- ,(1993) , 10.1080/00401706.1994.10485821
I. Mikic, S. Krucinski, J.D. Thomas, Segmentation and tracking in echocardiographic sequences: active contours guided by optical flow estimates IEEE Transactions on Medical Imaging. ,vol. 17, pp. 274- 284 ,(1998) , 10.1109/42.700739
J.G. Bosch, S.C. Mitchell, B.P.F. Lelieveldt, F. Nijland, O. Kamp, M. Sonka, J.H.C. Reiber, Fully automated endocardial contour detection in time sequences of echocardiograms by active appearance motion models computing in cardiology conference. ,vol. 28, pp. 93- 96 ,(2001) , 10.1109/CIC.2001.977599
M. Mulet-Parada, J.A. Noble, Intensity-invariant 2D+T acoustic boundary detection Proceedings. Workshop on Biomedical Image Analysis (Cat. No.98EX162). pp. 133- 142 ,(1998) , 10.1109/BIA.1998.692423
Guofang Xiao, M. Brady, J.A. Noble, Yongyue Zhang, Segmentation of ultrasound B-mode images with intensity inhomogeneity correction IEEE Transactions on Medical Imaging. ,vol. 21, pp. 48- 57 ,(2002) , 10.1109/42.981233
Xiaohui Hao, C.J. Bruce, C. Pislaru, J.F. Greenleaf, Segmenting high-frequency intracardiac ultrasound images of myocardium into infarcted, ischemic, and normal regions IEEE Transactions on Medical Imaging. ,vol. 20, pp. 1373- 1383 ,(2001) , 10.1109/42.974932
E.D. Angelini, A.F. Laine, S. Takuma, J.W. Holmes, S. Homma, LV volume quantification via spatiotemporal analysis of real-time 3-D echocardiography IEEE Transactions on Medical Imaging. ,vol. 20, pp. 457- 469 ,(2001) , 10.1109/42.929612
Zhong Tao, J. Beaty, C. Jaffe, H.D. Tagare, Gray level models for segmenting myocardium and blood in cardiac ultrasound images international symposium on biomedical imaging. pp. 265- 268 ,(2002) , 10.1109/ISBI.2002.1029244
Xuli Zong, A.F. Laine, E.A. Geiser, Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing IEEE Transactions on Medical Imaging. ,vol. 17, pp. 532- 540 ,(1998) , 10.1109/42.730398