Title :
A non-linear iterative method for multi-layer DOT sub-surface imaging system
Author :
Hsiang-Wen Hou ; Shih-Yang Wu ; Hao-Jan Sun ; Wai-Chi Fang
Author_Institution :
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Diffuse Optical Tomography (DOT) has become an emerging non-invasive technology, and has been widely used in clinical diagnosis. Functional near-infrared (FNIR) is one of the important applications of DOT. However, FNIR is used to reconstruct two-dimensional (2D) images for the sake of good spatial and temporal resolution. In this paper we propose a multiple-input and multiple-output (MIMO) based data extraction algorithm method in order to increase the spatial and temporal resolution. The non-linear iterative method is used to reconstruct better resolution images layer by layer. In terms of theory, the simulation results and original images are nearly identical. The proposed reconstruction method performs good spatial resolution, and has a depth resolutions capacity of three layers.
Keywords :
MIMO systems; biomedical optical imaging; feature extraction; image reconstruction; image resolution; iterative methods; medical image processing; nonlinear systems; optical tomography; spatiotemporal phenomena; DOT applications; FNIR method; MIMO based data extraction algorithm; clinical diagnosis; depth resolution capacity; diffuse optical tomography; functional near-infrared method; image resolution; multilayer DOT subsurface imaging system; multiple-input multiple-output method; noninvasive technology; nonlinear iterative method; simulation; spatial resolution; temporal resolution; two-dimensional image reconstruction; Absorption; Convergence; Detectors; Equations; Image reconstruction; Mathematical model; Spatial resolution; Diffuse Optical Tomography; Iterative Method; Monte Carlo; Reconstruction Algorithm; Spatial Resolution; Three Dimensional;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943563