Title :
Correction of motion artifact in cardiac optical mapping using image registration technique
Author :
Rohde, Gustavo K. ; Sidorov, Veniamin ; Aldroubi, Akram ; Dawant, Benoit M. ; Lin, Shien-Fong
Author_Institution :
Dept. of Electr. & Comput. Eng., Vanderbilt Univ., Nashville, TN, USA
Abstract :
Myocardial contraction causes motion artifact in cardiac optical recording. Mechanical and chemical methods have been used, both with significant limitations, to reduce motion artifact in optical mapping. We propose an image registration approach using mutual information between image frames to solve this problem. The algorithm was tested with optical mapping data from isolated, perfused rabbit hearts. Both affine and nonrigid registration methods reduced motion artifact as measured by a reduction in excessive positive and negative deflection in the optical potential traces after the registration process. Such an approach could be further developed for real-time, in vivo electrophysiological measurement.
Keywords :
bioelectric potentials; biological techniques; biomedical optical imaging; biomembrane transport; cardiology; fluorescence; image registration; image sequences; medical image processing; affine registration methods; algorithm; cardiac optical mapping; cardiac optical recording; chemical methods; digital image sequence; epicardial fluorescence mapping; excessive positive deflection; image frames; image registration technique; induced fluorescence intensity; isolated perfused rabbit hearts; mechanical methods; motion artifact correction; mutual information; myocardial contraction; negative deflection; nonrigid registration methods; optical potential traces; real-time in vivo electrophysiological measurement; tissue polarization; transmembrane action potentials; Chemicals; Heart; Image registration; In vivo; Motion measurement; Mutual information; Myocardium; Optical recording; Rabbits; Testing;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1106437