Motion correction of laser speckle imaging of blood flow by simultaneous imaging of tissue structure and non-rigid registration

被引:9
|
作者
Liu, Xiaohu [1 ,3 ]
Wei, Jiakai [1 ,3 ]
Meng, Liangwei [1 ,3 ]
Cheng, Weimin [1 ,2 ]
Zhu, Xuan [1 ,2 ]
Lu, Jinling [1 ,2 ]
Li, Pengcheng [1 ,2 ,3 ]
机构
[1] Huazhong Univ Sci & Technol, Britton Chance Ctr Biomed Photon, Wuhan Natl Lab Optoelect, Wuhan 430074, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Engn Sci, MoE Key Lab Biomed Photon, Wuhan 430074, Hubei, Peoples R China
[3] HUST Suzhou Inst Brainsmat, Suzhou 215125, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Laser speckle contrast imaging; motion correction;
D O I
10.1016/j.optlaseng.2020.106526
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Laser speckle contrast imaging (LSCI) has been widely used for mapping blood flow. LSCI is well known to be highly sensitive to movement artifacts. Previous studies attempted to register the global misalignment by using raw speckle images and rigid registration algorithm. However, it is difficult to correct the local non-rigid motion only by using granular raw speckle images, especially in the tissue dominated by small blood vessels. Here, we propose a method of imaging the tissue structure and its laser speckle simultaneously by a colour camera combined with a non-rigid registration algorithm to improve the motion correction of speckle imaging. The results of animal experiments show that this method significantly reduces the influence of non-rigid, spatially non-uniform motion on the estimation of blood flow, and improves the visualization of blood vessels in moving tissue, which can help to promote the practical application of LSCI technology.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Optimized imaging using non-rigid registration
    Berkels, Benjamin
    Binev, Peter
    Blom, Douglas A.
    Dahmen, Wolfgang
    Sharpley, Robert C.
    Vogt, Thomas
    [J]. ULTRAMICROSCOPY, 2014, 138 : 46 - 56
  • [2] Improved Motion Correction in SPECT Imaging Using a Non-rigid Motion Model
    Gu, Songxiang
    McNamara, Joseph E.
    Joyeeta, Mitra
    Johnson, Karen
    Gifford, Howard
    Pretorius, Hendrik
    Sklyar, Andrey V.
    Gennert, Michael A.
    King, Michael A.
    [J]. 2009 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-5, 2009, : 3242 - 3246
  • [3] Correcting non-rigid intra-frame motion of laser speckle contrast imaging by heterogeneous regression analysis
    Liu, Xiaohu
    Meng, Liangwei
    Hong, Jiachi
    Fu, Changping
    Lu, Jinling
    Li, Pengcheng
    [J]. OPTICS AND LASERS IN ENGINEERING, 2023, 170
  • [4] A non-rigid registration method for multispectral imaging of plants
    De Vylder, Jonas
    Douterloigne, Koen
    Vandenbussche, Filip
    Van Der Straeten, Dominique
    Philips, Wilfried
    [J]. SENSING FOR AGRICULTURE AND FOOD QUALITY AND SAFETY IV, 2012, 8369
  • [5] Non-Rigid Registration for High-Resolution Retinal Imaging
    Mujat, Mircea
    Akula, James D.
    Fulton, Anne B.
    Ferguson, R. Daniel
    Iftimia, Nicusor
    [J]. DIAGNOSTICS, 2023, 13 (13)
  • [6] Non-rigid registration of magnetic resonance imaging of brain.
    Chesseboeuf, Clement
    Bierme, Hermine
    Dambrine, Julien
    Guillevin, Carole
    Guillevin, Remy
    [J]. 5TH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, THEORY, TOOLS AND APPLICATIONS 2015, 2015, : 385 - 390
  • [7] Intraoperative laser speckle contrast imaging with retrospective motion correction for quantitative assessment of cerebral blood flow
    Richards, Lisa M.
    Towle, Erica L.
    Fox, Douglas J., Jr.
    Dunn, Andrew K.
    [J]. NEUROPHOTONICS, 2014, 1 (01)
  • [8] Laser speckle imaging of blood flow in microcirculation
    Cheng, HY
    Luo, QM
    Liu, Q
    Lu, QA
    Gong, H
    Zeng, SQ
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (07): : 1347 - 1357
  • [9] Laser Speckle Flow Imaging of Cerebral Blood Flow
    Nakaji, Peter
    [J]. WORLD NEUROSURGERY, 2014, 82 (06) : E697 - E698
  • [10] Simultaneous infrared thermal imaging and laser speckle imaging of brain temperature and cerebral blood flow in rats
    Suzuki, Takashi
    Oishi, Naoya
    Fukuyama, Hidenao
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2019, 24 (03)