Title :
Velocity measurement in microcirculation: an estimation-theoretic method from microcirculatory temporospatial image
Author :
Wang, Chengbo ; Zhang, Zhiguang
Author_Institution :
Dept. of Electr. Eng. & Appl. Electron. Technol., Tsinghua Univ., Beijing, China
Abstract :
The movement of blood flow in microvessels has a great influence on exchange of substance and energy in tissue and cells. In this paper, a new estimation-theoretic method for measuring blood flow from microcirculatory temporospatial(T-S) image was carried out. In this method, a T-S image was formed from an image sequence. An implicit assumption about T-S image was that the movement of blood flow was one-dimensional. The orientation of local image intensity structure in T-S image contained a lot of information of the movement of blood flow. The error distribution over the search area was computed using sum_of_absolute_differences. The velocity information was recovered in the form of an estimate by using estimation-theoretic techniques. This method offered the following principal advantage. It recovered the velocity of pixels of partial or no information from pixels that have sufficient intensity variation on the edge of the stria. To illustrate the usefulness of the method, the velocity estimates and the errors were recovered from some representative T-S images, and the results were discussed.
Keywords :
blood flow measurement; haemorheology; image sequences; measurement errors; medical image processing; velocity measurement; energy exchange; error distribution; intensity variation; local image intensity structure orientation; microcirculation velocity measurement; pixel velocity; stria edge; substance exchange; sum of absolute differences; Biomedical engineering; Biomedical measurements; Blood flow; Cells (biology); Distributed computing; Energy exchange; Fluid flow measurement; Image edge detection; Image sequences; Velocity measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1017306