System and method for data interpolation in a multislice x-ray computed tomography system
AssigneeGeneral Electric Company
InventorHui Hu
Life of this patent
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Abstract
The present invention comprises a system and method for producing images of an object utilizing an x-ray computed tomography (CT) system. Detector elements within the CT system provide raw projection data representing the attenuated x-rays. A data corrector modifies the raw projection data to account for errors to produce corrected projection data. A high order interpolator operates on the corrected projection data to provide estimated projection data at the exact spatial position of the desired image. The high order interpolator utilizes a cubic spline function to determine the estimated projection data. The estimated projection data are used by an image reconstructor to perform high speed image reconstruction.
Claims33
A system for producing from x-rays a tomographic image of an object at an exact spatial position in an x, y, z coordinate system, comprising:
- a plurality of adjacently located detector cells forming at least one column for generating a corresponding plurality of measured projection data from said x-rays, wherein desired projection data corresponding to said exact spatial position are located between adjacent ones of said plurality of measured projection data;
- a high order interpolator for receiving said plurality of measured projection data and estimating said desired projection data for reconstructing said image at said exact spatial position, said high order interpolator comprising a linear interpolator and a non-linear interpolator, where said linear interpolator provides a linear interpolation estimate between said adjacent ones of said plurality of measured projection data and said non-linear interpolator provides a non-linear interpolation estimate from said plurality of measured projection data, wherein said high order interpolator adds said linear interpolation estimate to said non-linear interpolation estimate to produce said desired projection data at said exact spatial position.
A system for producing a tomographic image of an object at an exact spatial position from a measured intensity of x-rays at a plurality of points in a x,y,z coordinate system, comprising:
- a detector having a plurality of rows and columns each comprising a plurality of detector cells for receiving said x-rays and providing a plurality of measured projection data corresponding to said measured x-ray intensity, where said plurality of columns extends in a z-direction and said plurality of rows extends in an x-direction;
- and
- a high order interpolator for receiving said plurality of measured projection data and for generating a first set of estimated projection data at a first projected exact spatial position for producing said image in said z-direction, said high order interpolator comprising a linear interpolator and a non-linear interpolator, where said linear interpolator provides a linear interpolation estimate between adjacent rows of said plurality of measured projection data wherein said first projected exact spatial position is located between said adjacent rows, where said non-linear interpolator provides a non-linear interpolation estimate from said plurality of measured projection data, and where said high order interpolator adds said linear interpolation estimate to said non-linear interpolation estimate to produce said first set of estimated projection data at said first projected exact spatial position.
A system for producing a tomographic image of an object at a desired position from measured projection data corresponding to a measured intensity of x-rays, comprising:
- a detector having a plurality of detector cells in a z-direction, said detector cells for receiving said x-rays and providing said measured projection data, where said z-direction is substantially parallel to a patient axis;
- an image reconstructor for receiving said measured projection data and constructing said image at said desired position, said image reconstructor comprising a high order interpolator for generating estimated projection data in a z-direction at said desired position from said measured projection data;
- and
- where said plurality of detector cells in said z-direction form adjacent columns of detector cells in said z-direction and adjacent rows of detector cells in an x-direction that is substantially perpendicular to said z-direction, where said high order interpolator comprises a linear interpolator and a non-linear interpolator, where said linear interpolator provides a linear interpolation estimate between adjacent rows of said measured projection data wherein said exact spatial position is located between said adjacent rows, where said non-linear interpolator provides a non-linear interpolation estimate from said measured projection data, and where said high order interpolator adds said linear interpolation estimate to said non-linear interpolation estimate to produce said first set of estimated projection data at said first exact spatial position.
A method of reconstructing a tomographic image of an object at a desired position from a slice of projection data corresponding to a measured intensity of x-rays, comprising:
- receiving measured projection data from a plurality of detector cells in a z-direction, where the z-direction corresponds to a thickness of the slice of the image;
- determining the location of the desired position of the image within the slice;
- performing a high order interpolation in the z-direction from the measured projection data to determine estimated projection data at the desired position;
- wherein performing the high order interpolation comprises:
- performing a linear interpolation to determine a linear estimate, wherein the linear interpolation is performed between adjacent cells from the plurality of detector cells wherein the desired position is located between the adjacent cells;
- performing a non-linear interpolation to determine a non-linear estimate, wherein the non-linear interpolation is performed utilizing the plurality of detector cells;
- and
- adding the linear estimate and the non-linear estimate to provide the estimated projection data at the desired position.
Dependencies are inferred from the claim text.