Eigendecomposition-Based Clutter Filtering Technique for Optical Microangiography

In this paper, we propose eigendecposition (ED)-based clutter filtering technique for 3-D optical imaging of blood flow. Due to its best mean-square approximation of the clutter, eigenregression filters can theoretically provide maximum clutter suppression. Compared to the existing clutter rejection techniques in the literature used for optical imaging of blood flow, ED-based clutter filtering is less sensitive to tissue motion and can efficiently suppress the clutter while preserving the flow information. Therefore, it creates images with better contrast in the presence of bulk motion. The performance of the proposed ED-based technique is compared with that of phase-compensation method and static high-pass filtering. The quantitative and qualitative performances are compared with each other in phantom studies and in vivo imaging, respectively. Also, 3-D image of microvascular structures in mouse ear is presented, where the clutter has been suppressed with ED-based technique. This technique can be used in applications, where involuntary movements due to cardiac and respiratory cycles are inevitable (such as retinal imaging).

[1]  Ruikang K. Wang,et al.  Full range complex spectral domain optical coherence tomography for volumetric imaging at 47 000 A-scans per second , 2010, Journal of optics.

[2]  R. Pittman,et al.  Method for in vivo microscopy of the cutaneous microcirculation of the hairless mouse ear. , 1980, Microvascular research.

[3]  Zhongping Chen,et al.  Real-time phase-resolved optical coherence tomography and optical Doppler tomography. , 2002, Optics Express.

[4]  Ruikang K. Wang,et al.  Doppler optical micro-angiography for volumetric imaging of vascular perfusion in vivo. , 2009, Optics express.

[5]  S. Yun,et al.  Phase-resolved optical frequency domain imaging. , 2005, Optics express.

[6]  Xingde Li,et al.  Clutter rejection filters for optical Doppler tomography. , 2006, Optics express.

[7]  P Altmeyer,et al.  Capillary blood cell velocity in human skin capillaries located perpendicularly to the skin surface: measured by a new laser Doppler anemometer. , 1996, Microvascular research.

[8]  Lei Wang,et al.  Frequency domain phase-resolved optical Doppler and Doppler variance tomography , 2004 .

[9]  J. Marks,et al.  Principles of Dermatology , 1993 .

[10]  Ruikang K. Wang,et al.  Theory, developments and applications of optical coherence tomography , 2005 .

[11]  J. Barton,et al.  Flow measurement without phase information in optical coherence tomography images. , 2005, Optics express.

[12]  J. Marks,et al.  Lookingbill and Marks' Principles of Dermatology , 2006 .

[13]  Ruikang K. Wang,et al.  In vivo volumetric imaging of vascular perfusion within human retina and choroids with optical micro-angiography. , 2008, Optics express.

[14]  Ruikang K. Wang,et al.  Ultrahigh sensitive optical microangiography for in vivo imaging of microcirculations within human skin tissue beds. , 2010, Optics express.

[15]  Ruikang K. Wang In vivo full range complex Fourier domain optical coherence tomography , 2007 .

[16]  J. Schuman,et al.  Optical coherence tomography. , 2000, Science.

[17]  A. Fercher,et al.  Performance of fourier domain vs. time domain optical coherence tomography. , 2003, Optics express.

[18]  Fuxian Song,et al.  Performance evaluation of eigendecomposition-based adaptive clutter filter for color flow imaging. , 2006, Ultrasonics.

[19]  Zhongping Chen,et al.  Optical Doppler tomographic imaging of fluid flow velocity in highly scattering media. , 1997, Optics letters.

[20]  Ruikang K. Wang,et al.  Volumetric In Vivo Imaging of Microvascular Perfusion Within the Intact Cochlea in Mice Using Ultra-High Sensitive Optical Microangiography , 2011, IEEE Transactions on Medical Imaging.

[21]  Changhuei Yang,et al.  Sensitivity advantage of swept source and Fourier domain optical coherence tomography. , 2003, Optics express.

[22]  C. Kasai,et al.  Real-Time Two-Dimensional Blood Flow Imaging Using an Autocorrelation Technique , 1985, IEEE Transactions on Sonics and Ultrasonics.

[23]  K. Kristoffersen,et al.  Real-time adaptive clutter rejection filtering in color flow imaging using power method iterations , 2006, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[24]  Ruikang K. Wang,et al.  Three dimensional optical angiography. , 2007, Optics express.

[25]  Ruikang K. Wang,et al.  Mapping of cerebro-vascular blood perfusion in mice with skin and skull intact by Optical Micro-AngioGraphy at 1.3 mum wavelength. , 2007, Optics express.

[26]  K.W. Ferrara,et al.  A new high resolution color flow system using an eigendecomposition-based adaptive filter for clutter rejection , 2001, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[27]  Adrian Mariampillai,et al.  Optimized speckle variance OCT imaging of microvasculature. , 2010, Optics letters.

[28]  J. Fujimoto,et al.  Optical Coherence Tomography , 1991, LEOS '92 Conference Proceedings.

[29]  A. Fercher,et al.  Optical coherence tomography - principles and applications , 2003 .

[30]  Benjamin J Vakoc,et al.  Three-dimensional microscopy of the tumor microenvironment in vivo using optical frequency domain imaging , 2009, Nature Medicine.

[31]  Kirill V. Larin,et al.  Speckle variance OCT imaging of the vasculature in live mammalian embryos , 2011 .