Phase-based multidimensional volume registration.
We present a method for accurate image registration and motion compensation in multidimensional signals, such as two-dimensional (2-D) X-ray images and three-dimensional (3-D) computed tomography/magnetic resonance imaging volumes. The method is based on phase from quadrature filters, which makes it robust to noise and temporal intensity variations. The method is equally applicable to signals of two, three or higher number of dimensions. We use parametric models, e.g., affine models, finite elements or local affine models with global regularization. Experimental results show high accuracy for 2-D and 3-D motion compensation.
Hemmendorff
Magnus
M
SECTRA, Osquldas väg 6, SE-1 1428 Stockholm, Sweden. ma-hem@sectra.se
Andersson
Mats T
MT
Kronander
Torbjörn
T
Knutsson
Hans
H
D000465:Algorithms; D001783:Blood Flow Velocity; D001940:Breast / Q000033:anatomy & histology; D002196:Capillaries / Q000000981:diagnostic imaging / Q000502:physiology; D003198:Computer Simulation; D007089:Image Enhancement / Q000379:methods*; D021621:Imaging, Three-Dimensional / Q000379:methods*; D008279:Magnetic Resonance Imaging / Q000379:methods; D009038:Motion; D010363:Pattern Recognition, Automated; D011786:Quality Control; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D013382:Subtraction Technique; D014057:Tomography, X-Ray Computed / Q000379:methods