Title :
Diffuse optical tomography using a linear matrix inequality algorithm in an admissible solution approach
Author :
Niroumand, Amir M. ; Brooks, Dana H. ; Shafai, Bahsam
Author_Institution :
ECE Dept., Northeastern Univ., Boston, MA, USA
Abstract :
Diffuse optical tomography (DOT) is an emerging medical imaging modality offering the possibility of recovering the distribution of optical absorption and scattering coefficients, and from them localize metabolic parameters such as oxygen saturation or neural activity, using nonionizing near-IR light. However it requires solving a badly ill-posed inverse problem. In this article we discuss the formulation of the DOT problem that uses an efficient interior-point-type optimization algorithm to find a DOT inverse solution in an admissible solution scenario. We present simulation results verifying the effectiveness of the approach.
Keywords :
linear matrix inequalities; medical image processing; optical tomography; optimisation; diffuse optical tomography; interior-point-type optimization algorithm; linear matrix inequality algorithm; medical imaging; Absorption; Biomedical imaging; Biomedical optical imaging; Light scattering; Linear matrix inequalities; Optical saturation; Optical scattering; Scattering parameters; Tomography; US Department of Transportation;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247027