Image acquisition device, image acquisition method, and image correction program
10520453 ยท 2019-12-31
Assignee
Inventors
Cpc classification
G06T11/008
PHYSICS
International classification
A61B6/00
HUMAN NECESSITIES
Abstract
Provided are an image acquisition device and an image acquisition method capable of acquiring the internal and external contours of a measured object with a high degree of accuracy. An image acquisition device 1 includes: a first X-ray source 10 that applies X-rays having a first focal point size; a first detector 20 that detects X-rays applied from the first X-ray source 10 and having passed through a measured object O; a first image generation means 30 that generates a first X-ray CT image on the basis of the X-rays detected by the first detector 20; a second X-ray source 40 that applies X-rays having a second focal point size smaller than the first focal point size; a second detector 50 that detects X-rays applied from the second X-ray source and having passed through the measured object O; a second image generation means 60 that generates a second X-ray CT image on the basis of the X-rays detected by the second detector 50; and an image correction means 70 that corrects the first X-ray CT image generated by the first image generation means 30 on the basis of the second X-ray CT image generated by the second image generation means 60.
Claims
1. An image acquisition device comprising: a first X-ray source that applies X-rays having a first focal point size; a first detector that detects X-rays applied from the first X-ray source and having passed through a measured object; a first image generation means that generates a first X-ray CT image, based on the X-rays detected by the first detector; a second X-ray source that applies X-rays having a second focal point size smaller than the first focal point size; a second detector that detects the X-rays applied from the second X-ray source and having passed through the measured object; a second image generation means that generates a second X-ray CT image, based on the X-rays detected by the second detector; and an image correction means that corrects the first X-ray CT image generated by the first image generation means, based on the second X-ray CT image generated by the second image generation means, so that a difference between an edge of the first X-ray CT image generated by the first image generation means and an edge of the second X-ray CT image generated by the second image generation means falls within a predetermined range.
2. The image acquisition device according to claim 1, further comprising an X-ray source moving means that moves the first X-ray source and the second X-ray source up and down so that X-rays are applied to the measured object from the first X-ray source and from the second X-ray source separately.
3. An image acquisition device comprising: a first X-ray source that applies X-rays having a first focal point size; a first detector that detects X-rays applied from the first X-ray source and having passed through a measured object, wherein the first X-ray source and the first detector are arranged to be fixed on a first straight line passing through the center of a mounting table on which the measured object is mounted; a first image generation means that generates a first X-ray CT image, based on the X-rays detected by the first detector; a second X-ray source that applies X-rays having a second focal point size smaller than the first focal point size; a second detector that detects the X-rays applied from the second X-ray source and having passed through the measured object, wherein the second X-ray source and the second detector are arranged to be fixed on a second straight line passing through the center of the mounting table and intersecting with the first straight line at a predetermined angle; a second image generation means that generates a second X-ray CT image, based on the X-rays detected by the second detector; and an image correction means that corrects the first X-ray CT image generated by the first image generation means, based on the second X-ray CT image generated by the second image generation means, and corrects at least one of the first X-ray CT image generated by the first image generation means and the second X-ray CT image generated by the second image generation means, based on the predetermined angle.
4. An image acquisition device comprising: a first X-ray source that applies X-rays having a first focal point size; a first detector that detects X-rays applied from the first X-ray source and having passed through a measured object; a first image generation means that generates a first X-ray CT image, based on the X-rays detected by the first detector; a second X-ray source that applies X-rays having a second focal point size smaller than the first focal point size; a second detector that detects the X-rays applied from the second X-ray source and having passed through the measured object, where the first detector and the second detector are a common detector; a mounting table detector moving means that moves a mounting table on which the measured object is mounted and the common detector between a first position where the X-rays applied from the first X-ray source reach and a second position where the X-rays applied from the second X-ray source reach; a second image generation means that generates a second X-ray CT image, based on the X-rays detected by the second detector; and an image correction means that corrects the first X-ray CT image generated by the first image generation means, based on the second X-ray CT image generated by the second image generation means.
5. An image acquisition method comprising: a first detection step of detecting X-rays applied from a first X-ray source, which applies X-rays having a first focal point size, and having passed through a measured object; a first image generation step of generating a first X-ray CT image, based on the X-rays detected in the first detection step; a second detection step of detecting X-rays applied from a second X-ray source, which applies X-rays having a second focal point size smaller than the first focal point size, and having passed through the measured object; a second image generation step of generating a second X-ray CT image, based on the X-rays detected in the second detection step; and an image correction step of correcting the first X-ray CT image generated in the first image generation step, based on the second X-ray CT image generated in the second image generation step, so that a difference between an edge of the first X-ray CT image generated in the first image generation step and an edge of the second X-ray CT image generated in the second image generation step falls within a predetermined range.
6. An image correction program causing a computer to perform an image correction step of correcting a first X-ray CT image generated based on X-rays applied from a first X-ray source so that a difference between an edge of the first X-ray CT image and an edge of a second X-ray CT image falls within a predetermined range, which applies X-rays having a first focal point size, and having passed through a measured object, based on the second X-ray CT image that is generated based on X-rays applied from a second X-ray source, which applies X-rays having a second focal point size smaller than the first focal point size, and having passed through the measured object.
Description
BRIEF DESCRIPTION OF DRAWINGS
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DESCRIPTION OF EMBODIMENTS
First Embodiment
(13) To begin with, a first embodiment of the present invention will be described by using
(14) First, using
(15) The micro X-ray source 10 applies X-rays having a focal point size of 1 m to 1 mm (a first focal point size) and corresponds to the first X-ray source of the present invention. The detector for the micro X-ray source 20 detects X-rays, which are applied from the micro X-ray source 10 and have passed through the measured object O, and corresponds to the first detector of the present invention. The nano X-ray source 40 applies X-rays having a focal point size of 1 to 800 nm (a second focal point size smaller than the first focal point size) and corresponds to the second X-ray source of the present invention. The detector for the nano X-ray source 50 detects X-rays, which are applied from the nano X-ray source 40 and have passed through the measured object O, and corresponds to the second detector of the present invention. As the detector for the micro X-ray source 20 and the detector for the nano X-ray source 50, a flat panel detector, a CdTe detector, or the like may be used.
(16) The micro image generation means 30 generates a micro X-ray source image (a first X-ray CT image) on the basis of X-rays detected by the detector for the micro X-ray source 20 and corresponds to the first image generation means of the present invention. The nano image generation means 60 generates a nano X-ray source image (a second X-ray CT image) on the basis of the X-rays detected by the detector for the nano X-ray source 50 and corresponds to the second image generation means of the present invention. The micro image generation means 30 and the nano image generation means 60 of this embodiment each have a signal processing means, which quantifies the X-ray dose (X-ray peak) measured by a detector (the detector for the micro X-ray source 20 or the detector for the nano X-ray source 50), and an image reconstruction means, which reconstructs an image on the basis of numerical data obtained by the signal processing means.
(17) The signal processing means and the image reconstruction means are each constructed by hardware such as a computer and software such as programs installed therein. Specifically, after programs for the signal processing means and for the image reconstruction means are read into a computer via a communication medium such as the Internet or a recording medium such as a USB, various kinds of processing is performed by an arithmetic processing unit such as a CPU, a storage unit such as a memory, and the like. Various data and result data required for the execution are appropriately input via an input unit or a communication unit and then output via an output unit or a display unit (for example, a display screen). Although it is described that the image reconstruction means reconstructs the X-ray CT image of the measured object O on the basis of numerical data of a detected X-ray dose by using a maximum likelihood estimation and expectation maximization reconstruction method (hereinafter, referred to as ML-EM reconstruction method) among the successive approximation reconstruction methods, similarly to a correction means described later, the image reconstruction means is also able to reconstruct the image by using other algorithms (for example, a filtered back projection method, an addition type ART method, a multiplication type ART method, a SIRT method, a gradient method, a steepest descent method, a conjugate gradient method, a MAP-EM method, a convex method, or the like).
(18) The image correction means 70 corrects the micro X-ray source image generated by the micro image generation means 30 on the basis of the nano X-ray source image generated by the nano image generation means 60. The image correction means 70 according to this embodiment includes a display means, which displays data of the micro X-ray source image generated by the micro image generation means 30 and data of the nano X-ray source image generated by the nano image generation means 60 as sinograms on the display screen, and a correction means, which corrects the micro X-ray source image by reconstructing the image by using the ML-EM reconstruction method among the successive approximation reconstruction methods so as to converge the sinogram of the micro X-ray source image to the sinogram of the nano X-ray source image. The display means and the correction means are each constructed by hardware such as a computer and software such as programs installed therein. After programs for the display means and the correction means are read into the computer, various kinds of processing is performed by an arithmetic processing unit such as a CPU, a storage unit such as a memory, and the like.
(19) Now, the sinogram used for the image correction will be described below by using
(20) Moreover, the ML-EM reconstruction method used for the image correction will be described by using
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(22) The ML-EM reconstruction method, however, is a method designed so as to lead to a statistically most probable image on the basis of projection data, by which it has been pointed out that the method poses the following three problems: (1) possible failure to converge because the ML-EM reconstruction method is a statistical method; (2) unclear edges of reconstructed images; and (3) an enormous volume of analysis with a resultant prolonged time required for the reconstruction. There has been a demand for developing a method that solves these problems in order to apply the ML-EM reconstruction method to practical use. The inventors of the present invention have solved the foregoing problems of the ML-EM reconstruction method by considering the sinogram acquired from a nano X-ray source image generated by using the nano X-ray source 40, which applies X-rays having a focal point size of 1 to 800 nm, to be correct and by correcting the entire image so as to converge to the sinogram.
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(24) A stage 80 is configured to rotate about a predetermined rotation axis by a moving mechanism, which is not illustrated. The stage 80 is preferably composed of granite or ductile cast iron, which has high stiffness.
(25) In this embodiment, as illustrated in
(26) A linear scale may be arranged between the micro X-ray source 10 (the nano X-ray source 40) and the detector for the micro X-ray source 20 (the detector for the nano X-ray source 50). This makes it possible to accurately determine the position of the stage 80, so that the X-ray CT image of the measured object O is able to be accurately acquired. Moreover, the image acquisition device 1 preferably has a vibration-proof function as the measures against vibration from outside. Moreover, the image acquisition device 1 is preferably shielded by a shielding member composed of lead, tungsten, or the like, and the temperature and the humidity therein are preferably maintained constant by an air conditioning means. This enables a reduction in an influence of an external environment when acquiring image information, thereby enabling the acquisition of more accurate three-dimensional information.
(27) Subsequently, an image acquisition method with the use of the image acquisition device 1 according to this embodiment will be described by using the flowchart of
(28) First, the X-rays are applied to the measured object O from the micro X-ray source 10 to detect the projection data (X-rays that have passed through the measured object O) for each rotation angle of the measured object O by the detector for the micro X-ray source 20 (a first detection step: S1), and a micro X-ray source image is generated by the micro image generation means 30 on the basis of the detected data (a first image generation step: S2). Then, the sinogram of the generated micro X-ray source image (the micro sinogram) of the measured object O is displayed on the display screen by the display means as illustrated in
(29) Subsequently, X-rays are applied to the measured object O from the nano X-ray source 40 to detect the projection data (X-rays that have passed through the measured object O) for each rotation angle of the measured object O by the detector for the nano X-ray source 50 (a second detection step: S4) and a nano X-ray source image is generated by the nano image generation means 60 on the basis of the detected data (a second image generation step: S5). Then, the sinogram of the generated nano X-ray source image (the nano sinogram) of the measured object O is displayed on the display screen by the display means as illustrated in
(30) Subsequently, the image is reconstructed by using the ML-EM reconstruction method so that the micro sinogram converges to the nano sinogram in order to correct the micro X-ray source image (an image correction step: S7). At this time, as illustrated in
(31) The image acquisition device 1 according to the embodiment described above is able to correct the micro X-ray source image of the measured object O generated by using the X-rays having a relatively large focal point size of 1 m to 1 mm on the basis of the nano X-ray source image of the measured object O generated by using the X-rays having a relatively small focal point size of 1 to 800 nm. The nano X-ray source 40 has a low transmission capability in comparison with the micro X-ray source 10 and therefore is not suitable for internal shooting of the measured object O. The nano X-ray source 40, however, provides a fluoroscopic image with clear edges, thereby enabling the acquisition of a nano X-ray source image having a highly accurate appearance shape. On the other hand, the micro X-ray source 10 has a high transmission capability in comparison with the nano X-ray source 40 and therefore is suitable for internal shooting of the measured object O. The micro X-ray source image is corrected on the basis of the nano X-ray source image having the highly accurate appearance shape and the correction is also applied to the internal data, thereby enabling the construction of highly accurate internal and external contours.
(32) Moreover, in the image acquisition device 1 according to the embodiment described above, the micro X-ray source 10, the detector for the micro X-ray source 20, the nano X-ray source 40, and the detector for the nano X-ray source 50 are arranged to be fixed in predetermined positions, and the positions of the X-ray source and the detector do not move, thereby enabling the acquisition of a more accurate CT image.
(33) In the above embodiments, there has been illustrated an example in which the micro X-ray source image is corrected by using the ML-EM reconstruction method. The micro X-ray source image, however, may be corrected by using a different reconstruction method (for example, a filtered back projection method, an addition type ART method, a multiplication type ART method, a SIRT method, a gradient method, a steepest descent method, a conjugate gradient method, a MAP-EM method, a convex method, or the like) by converging the micro sinogram to a nano sinogram.
Second Embodiment
(34) Subsequently, a second embodiment of the present invention will be described by using
(35) As illustrated in
(36) The micro X-ray source 10 (a first X-ray source) and the nano X-ray source 40 (a second X-ray source) are the same as those of the first embodiment. In this embodiment, however, as illustrated in
(37) The detector 90 in this embodiment is configured to detect both of X-rays applied from the micro X-ray source 10 and having passed through a predetermined measured object O and X-rays applied from the nano X-ray source 40 and having passed through the measured object O, and the detector 90 corresponds to the first detector and the second detector (a common detector) in the present invention. As the detector 90, it is possible to adopt a flat panel detector, a CdTe detector, or the like.
(38) The stage 80A in this embodiment is configured to move parallel in the horizontal direction (the direction denoted by arrows in
(39) The image correction means 70A corrects the micro X-ray source image generated by the micro image generation means 30 on the basis of the nano X-ray source image generated by the nano image generation means 60. The image correction means 70A in this embodiment corrects the micro X-ray source image so that a difference between an edge of the micro X-ray source image generated by the micro image generation means 30 and an edge of the nano X-ray source image generated by the nano image generation means 60 falls within a predetermined range. Specifically, the image correction means 70A includes a micro image display means, which displays the micro X-ray source image of the measured object O generated by the micro image generation means 30 on a display screen, and a nano image display means, which displays the nano X-ray source image of the measured object O generated by the nano image generation means 60 on a display screen in a voxel size of the nano X-ray source image, which is smaller than the voxel size of the micro X-ray source image.
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(41) Moreover, the image correction means 70A further includes a difference calculation means, which calculates a difference between the nano edge EN and the micro edge E.sub.M, and a correction means, which corrects the micro X-ray source image so that the difference calculated by the difference calculation means falls within a predetermined range. As the difference calculated by the difference calculation means, it is possible to adopt a mean square error within a specific extraction range of a distance between the nano edge EN and the micro edge E.sub.M as illustrated in
(42) Subsequently, an image acquisition method using the image acquisition device 1A according to this embodiment will be described by using the flowchart of
(43) First, the X-rays are applied to the measured object O from the micro X-ray source 10 to detect the projection data (X-rays that have passed through the measured object O) for each rotation angle of the measured object O by the detector 90 (a first detection step: S10) and a micro X-ray source image is generated by the micro image generation means 30 on the basis of the detected data (a first image generation step: S20). Then, the generated micro X-ray source image of the measured object O is displayed on the display screen in a voxel size (100 m) of the micro X-ray source image as illustrated in
(44) Subsequently, X-rays are applied to the measured object O from the nano X-ray source 40 to detect the projection data (X-rays that have passed through the measured object O) for each rotation angle of the measured object O by the detector 90 (a second detection step: S40) and a nano X-ray source image is generated by the nano image generation means 60 on the basis of the detected data (a second image generation step: S50). Then, the generated nano X-ray source image of the measured object O is displayed on the display screen in the voxel size (5 m) of the nano X-ray source image as illustrated in
(45) Subsequently, a difference between the micro edge E.sub.M extracted in the first display step S30 and the nano edge EN extracted in the second display step S60 is calculated and it is determined whether or not the difference falls within a predetermined range R (a difference determination step: S70). If it is determined that the difference falls within the predetermined range R in the difference determination step S70, the work is ended without correcting the micro X-ray source image. Meanwhile, if it is determined that the difference is not within the predetermined range R in the difference determination step S70, the micro X-ray source image is corrected by using the image correction means 70A (an image correction step: S80), and thereafter the correction is also applied to the sinogram of the inside of the micro X-ray source image, by which cross-sectional images of accurate internal and external contours are acquired.
(46) The image acquisition device 1A according to the embodiment described hereinabove also provides the same operation and effect as those of the image acquisition device 1 according to the first embodiment. In other words, the image acquisition device 1A is able to correct the micro X-ray source image of the measured object O generated by using the X-rays having a relatively large focal point size of 1 m to 1 mm on the basis of the nano X-ray source image of the measured object O generated by using the X-rays having a relatively small focal point size of 1 to 800 nm. The nano X-ray source 40 has a low transmission capability in comparison with the micro X-ray source 10 and therefore is not suitable for internal shooting of the measured object O. The nano X-ray source 40, however, provides a fluoroscopic image with clear edges, thereby enabling the acquisition of a nano X-ray source image having a highly accurate appearance shape. On the other hand, the micro X-ray source 10 has a high transmission capability in comparison with the nano X-ray source 40 and therefore is suitable for internal shooting of the measured object O. The micro X-ray source image is corrected on the basis of the nano X-ray source image having a highly accurate appearance shape, and the correction is also applied to the internal data, thereby enabling the construction of a highly accurate internal and external contours.
(47) Moreover, the image acquisition device 1A according to the embodiment as described above uses the detector 90, which detects both of the X-rays applied from the micro X-ray source 10 and having passed through the predetermined measured object O and the X-rays applied from the nano X-ray source 40 and having passed through the measured object O, and therefore there is no need to prepare two detectors. This leads to cost reduction.
Third Embodiment
(48) Subsequently, a third embodiment of the present invention will be described by using
(49) As illustrated in
(50) Regarding the micro X-ray source 10B (a first X-ray source) and the nano X-ray source 40B (a second X-ray source) in this embodiment, similarly to the second embodiment, the orientations of the micro X-ray source 10B and the nano X-ray source 40B are set so that the direction in which the micro X-ray source 10B applies X-rays is parallel to (does not intersect with) the direction in which the nano X-ray source 40B applies X-rays. In this embodiment, however, as illustrated in
(51) The basic functions of the detector 90B (a first detector and a second detector) in this embodiment are the same as those of the second embodiment. Thus, the detector 90B detects both of the X-rays applied from the micro X-ray source 10B and having passed through a predetermined measured object O and the X-rays applied from the nano X-ray source 40B and having passed through the measured object O. The stage 80B and the detector 90B in this embodiment are arranged to be fixed in predetermined respective positions.
(52) The image acquisition device 1B according to this embodiment as described hereinabove also provides the same operation and effect as those of the image acquisition devices according to the first and second embodiments. Moreover, in the image acquisition device 1B according to the embodiment described above, there is no need to move the stage 80B and the detector 90B to right and left (in the horizontal direction), thereby enabling a reduction in size of the entire device advantageously.
(53) The invention is not limited to the above-described embodiments, and appropriate modifications of the embodiments in design made by a person skilled in the art are also included in the scope of the invention as long as these have the characteristics of the invention. That is, the respective elements of the embodiments, and positions, materials, conditions, shapes, sizes, and the like thereof are not limited to the examples and may be appropriately modified. In addition, the respective elements of the embodiments may be combined as long as the combination is technically possible, and combinations of the elements are also included in the scope of the invention as long as these have the characteristics of the invention.
REFERENCE SIGNS LIST
(54) 1, 1A, 1B: image acquisition device 10, 10B: micro X-ray source (first X-ray source) 20: detector for micro X-ray source (first detector) 30: micro image generation means (first image generation means) 40, 40B: nano X-ray source (second X-ray source) 50: detector for nano X-ray source (second detector) 60: nano image generation means (second image generation means) 70: image correction means 80, 80A, 80B: stage (mounting table) 90, 90B: detector (first detector, second detector) O: measured object S1, S10: first detection step S2, S20: first image generation step S4, S40: second detection step S5, S50: second image generation step S7, S80: image correction step