Regularizing method for phase antialiasing in color doppler flow mapping

被引:10
作者
Yatchenko, Artem M. [1 ]
Krylov, Andrey S. [1 ]
Sandrikov, Valeriy A. [2 ]
Kulagina, Tatyana Yu. [2 ]
机构
[1] Moscow MV Lomonosov State Univ, Fac Computat Math & Cybernet, Lab Math Methods Image Proc, Moscow 117234, Russia
[2] Russian Acad Sci, Petrovsky Natl Res Ctr Surg, Moscow 117901, Russia
关键词
Ultrasound color Doppler flow mapping; Antialiasing; Phase unwrapping; Regularization method;
D O I
10.1016/j.neucom.2013.09.060
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An antialiasing method for the captured phase data obtained by color Doppler flow mapping has been proposed. It is based on minimization of the regularization functional with stabilizing terms taking into account features of the ultrasound investigation. The proposed method allows us to solve the problem even in the case of existing areas with unknown data and turbulent flow regions. Test results for the left ventricle color Doppler flow mapping and comparison with the existing unwrapping methods showed effectiveness of the algorithm. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:77 / 83
页数:7
相关论文
共 20 条
[1]   Phase unwrapping via graph cuts [J].
Bioucas-Dias, Jose M. ;
Valadao, Goncalo .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (03) :698-709
[2]   IMPROVED NOISE-IMMUNE PHASE-UNWRAPPING ALGORITHM [J].
CUSACK, R ;
HUNTLEY, JM ;
GOLDREIN, HT .
APPLIED OPTICS, 1995, 34 (05) :781-789
[3]   Catalytic multiecho phase unwrapping scheme (CAMPUS) in multiecho gradient echo imaging: Removing phase wraps on a voxel-by-voxel basis [J].
Feng, Wei ;
Neelavalli, Jaladhar ;
Haacke, E. Mark .
MAGNETIC RESONANCE IN MEDICINE, 2013, 70 (01) :117-126
[4]   Two-dimensional phase unwrapping with minimum weighted discontinuity [J].
Flynn, TJ .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1997, 14 (10) :2692-2701
[5]  
Flynn TJ, 1996, INT GEOSCI REMOTE SE, P2057, DOI 10.1109/IGARSS.1996.516887
[6]   Minimum L(p)-norm two-dimensional phase unwrapping [J].
Ghiglia, DC ;
Romero, LA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1996, 13 (10) :1999-2013
[7]   CELLULAR-AUTOMATA METHOD FOR PHASE UNWRAPPING [J].
GHIGLIA, DC ;
MASTIN, GA ;
ROMERO, LA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1987, 4 (01) :267-280
[8]   SATELLITE RADAR INTERFEROMETRY - TWO-DIMENSIONAL PHASE UNWRAPPING [J].
GOLDSTEIN, RM ;
ZEBKER, HA ;
WERNER, CL .
RADIO SCIENCE, 1988, 23 (04) :713-720
[9]  
KISSLO J, 1988, DOPPLER COLOR FLOW I
[10]   QUADRATIC REGULARIZATION FUNCTIONALS FOR PHASE UNWRAPPING [J].
MARROQUIN, JL ;
RIVERA, M .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1995, 12 (11) :2393-2400