APPARATUS AND METHOD FOR 4D X-RAY IMAGING
A system for reconstructing a 4D image has a surface acquisition system for generating a 3D surface model of an object and an X-ray imaging system for acquiring at least one 2D X-ray projection image of the object. A controller controls the surface acquisition system and the X-ray imaging system. A processor applies a 4D reconstruction algorithm/method to the 3D surface model and the at least one 2D X-ray projection to reconstruct a 4D X-ray volume of the imaged body part in motion.
1 . A system for reconstructing a 4D image, comprising:
a surface acquisition system for generating a 3D surface model of an object;
an X-ray imaging system for acquiring at least one 2D X-ray projection image of the object;
a controller to control the surface acquisition system and the X-ray imaging system; and
a processor to apply a 4D reconstruction algorithm/method to the 3D surface model and the at least one 2D X-ray projection to reconstruct a 4D X-ray volume of the imaged body part in motion.
2 . The system of claim 1 , wherein the surface acquisition system comprises:
one or more light sources adapted to project a known pattern of light grid onto the object;
one or more optical sensors adapted to capture a plurality of 2D digital images of the object; and
a surface reconstruction algorithm for reconstructing the 3D surface model of the object using the at least one 2D projection image.
3 . The system of claim 2 , wherein the light sources and the optical sensors are adapted to be either:
(i) mounted to a rotational gantry of the X-ray imaging system,
(ii) affixed to the bore of the X-ray imaging system, or
(iii) placed outside of (separate from) the X-ray imaging system.
4 . The system of claim 1 , wherein the X-ray imaging system comprises:
one or more X-ray sources adapted to controllably emit X-rays; and
one or more X-ray detectors including a plurality of X-ray sensors adapted to detect X-rays that are emitted from the X-ray sources and have traversed the object.
5 . The system of claim 4 , wherein the X-ray sources and X-ray detectors move in a trajectory, wherein the trajectory includes, but is not limited to, a helix, full circle, incomplete circle, line, sinusoid, and stationary.
6 . The system of claim 1 , wherein the controller synchronizes the surface imaging system and the X-ray imaging system.
7 . The system of claim 1 , wherein the 4D reconstruction algorithm/method comprises:
an X-ray projection correction process to generate a corrected 2D X-ray projection;
a 3D surface deformation process to deform each 3D surface model to the next time-adjacent 3D surface model and generate at least one transformation parameter;
a 3D volume deformation process to deform the volume under reconstruction according to the at least one transformation parameter;
a 3D volume deformation process to deform the volume under reconstruction according to the 2D X-ray projection using an anatomical structure or implant; and
an analytical form reconstruction process or an iterative form reconstruction process.
8 . The system of 7 , wherein the X-ray projection correction process includes a scatter correction, a beam hardening correction, or a metal artifact reduction correction.
9 . The system of claim 7 , further comprising a 3D surface registration algorithm comprising a rigid-object registration algorithm or a deformable registration algorithm.
10 . The system of claim 7 , wherein the analytical form reconstruction process includes an FDK (Feldkamp-Davis-Kress) algorithm.
11 . The system of claim 7 , wherein the iterative form reconstruction process includes a SART algorithm, a statistical reconstruction algorithm, a total variation reconstruction algorithm, or an iterative FDK algorithm.
12 . The system of claim 7 , wherein the 4D reconstruction method is applied until a predetermined threshold criterion is met.
13 . A method comprising:
a) acquiring one or more radiographic images of patient anatomy at a first position;
b) acquiring a first surface contour image of the patient anatomy at the first position;
c) acquiring a second surface contour image of the patient anatomy after patient movement to a second position;
d) continuously acquiring additional radiographic images of the patient anatomy after patient movement from the first to the second position;
e) generating one or more transformed volume images of the patient anatomy according to the additionally acquired surface contour and radiographic images; and
f) displaying, storing, or transmitting one or more portions of the one or more transformed volume images.
14 . The method of claim 13 wherein generating the one or more transformed volume images comprises comparing a computed forward projection image with an acquired radiographic image.
15 . The method of claim 13 wherein acquiring the radiographic images comprises acquiring the images using a cone-beam computed tomography system.
16 . The method of claim 13 wherein acquiring the first surface contour image comprises acquiring at least one structured light image.
17 . The method of claim 17 wherein displaying at least the transformed volume comprises displaying a motion picture image series showing portions of the generated transformed volume images.
18 . The method of claim 13 wherein generating the transformed volume image comprises using at least one of rigid transformation, non-rigid transformation, 3D-to-3D transformation, surface-based transformation, 3D-to-2D registration, feature-based registration, projection-based registration, and appearance-based transformation.
19 . The method of claim 13 wherein generating the one or more transformed volume images comprises using a reconstruction algorithm taken from the list consisting of a simultaneous algebraic reconstruction technique algorithm, a statistical reconstruction algorithm, a total variation reconstruction algorithm, and an iterative FDK algorithm.
20 . A method comprising:
a) acquiring one or more radiographic images of patient anatomy at a first position;
b) acquiring a first surface contour image of the patient anatomy at the first position;
c) acquiring a second surface contour image of the patient anatomy during patient movement to a second position;
d) continuously acquiring additional radiographic images of the patient anatomy during patient movement from the first to the second position;
e) generating a volume image of the patient and one or more transformed volume images of the patient anatomy according to the acquired surface contour and radiographic images; and
f) displaying, storing, or transmitting portions of the one or more transformed volume images.
21 . The method of claim 20 further comprising acquiring a volume image of patient anatomy at a first position in the movement sequence.
22 . The method of claim 20 further comprising
(i) calculating a forward projection image of the transformed volume image at the second position;
(ii) comparing the calculated forward projection image with the acquired 2D radiographic projection at the second position; and
(iii) reconstructing the transformed volume image corresponding to the second position to form an updated volume image according to the comparison from step (ii).
23 . The method of claim 22 wherein reconstructing uses an algorithm taken from the list comprising a simultaneous algebraic reconstruction technique algorithm, a statistical reconstruction algorithm, a total variation reconstruction algorithm, and an iterative FDK algorithm.