Title :
Hyperspectral Algorithm for Mapping Tissue Oxygen Saturation
Author :
Beach, James M. ; Ning, JinFeng ; Khoobehi, Bahram
Author_Institution :
Inst. for Technol. Dev., Stennis Space Center, MS
Abstract :
A simple algorithm based on computational estimates of spectral feature amplitudes in hyperspectral images is described for mapping oxygen delivery in tissue. Features are determined from contiguous image bands spanning the prominent absorption wavelengths of hemoglobin. Pixel values along the z-axis at each image coordinate establish a spectral curve. A reference baseline is obtained by linear interpolation between isosbestic points on the curve which are insensitive to changes in oxygen saturation of the blood. An oxygen-sensitive vector is determined from areas between the recorded curve and baseline, which estimates relative amounts of oxyhemoglobin and deoxyhemoglobin that contribute to the blood spectrum. Corrections are applied to account for variation in total light between recordings, and for the volume of blood at each pixel location in the recording. Here we apply the method to map relative oxygen saturation in the optic nerve head and overlying retinal vessels at normal and elevated intraocular pressure
Keywords :
biomedical optical imaging; blood vessels; eye; haemodynamics; interpolation; medical image processing; molecular biophysics; proteins; blood flow; blood spectrum; contiguous image bands; deoxyhemoglobin; hyperspectral algorithm; image coordinate; intraocular pressure; isosbestic points; linear interpolation; optic nerve head; oxygen-sensitive vector; oxyhemoglobin; relative oxygen saturation; retinal vessels; tissue oxygen saturation mapping; Absorption; Amplitude estimation; Blood; Hyperspectral imaging; Interpolation; Optical recording; Optical saturation; Oxygen; Pixel; Vectors;
Conference_Titel :
Signal Processing Symposium, 2006. NORSIG 2006. Proceedings of the 7th Nordic
Conference_Location :
Rejkjavik
Print_ISBN :
1-4244-0412-6
Electronic_ISBN :
1-4244-0413-4
DOI :
10.1109/NORSIG.2006.275213