Title :
Patient motion quantification from tomographic data
Author :
Noumeir, Rita ; Mailloux, Guy E. ; Lemieux, R.
Author_Institution :
Dept. of Electr. Eng., Ecole de Technol. Superieure, Montreal, Que., Canada
Abstract :
The authors have developed an automatic procedure for the detection, quantification and correction of translational motion during tomographic acquisition. The method computes the optical flow vector field between two successive views. The optical flow vector field assigns to each pixel of a tomographic view a two dimensional velocity that describes its motion across the image plane between two successive views. The average optical flow of a region of interest is when computed to measure its interview global motion. Motion is corrected by shifting back the views where motion is detected by the amount of the predicted motion distance. The method is applied to simulated and patient tomographic raw data in single photon emission computed tomography (SPECT). Visually artifactual perfusion defects are eliminated. The optical flow method can accurately detect the presence of motion, localize the camera angle at which motion occurred and measure the distance of motion
Keywords :
biomechanics; image sequences; medical image processing; motion estimation; single photon emission computed tomography; average optical flow; camera angle; diagnostic nuclear medicine; interview global motion; patient motion quantification; patient tomographic raw data; region of interest; translational motion correction; two dimensional velocity; visually artifactual perfusion defects; Cameras; Computational modeling; Fluid flow measurement; Image motion analysis; Motion detection; Motion measurement; Optical computing; Pixel; Single photon emission computed tomography; Stimulated emission;
Conference_Titel :
Electrical and Computer Engineering, 1995. Canadian Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-2766-7
DOI :
10.1109/CCECE.1995.528192