摘要:
Exemplary systems and methods for performing registration applications are provided. An exemplary system includes a central processing unit (CPU) for transferring a plurality of images to a graphics processing unit (GPU); wherein the GPU performs a registration application on the plurality of images to produce a registration result, and wherein the GPU returns the registration result to the CPU. An exemplary method includes the steps of transferring a plurality of images from a central processing unit (CPU) to a graphics processing unit (GPU); performing a registration application on the plurality of images using the GPU; transferring the result of the step of performing from the GPU to CPU.
摘要:
A system and corresponding method for flexible generation of digitally reconstructed radiograph (DRR) images on a graphics processing unit (GPU) are provided, the system including a processor, an imaging adapter in signal communication with the processor for receiving volumetric data, an integration unit in signal communication with the processor for integrating the volumetric data into incremental line integrals, and a modeling unit in signal communication with the processor for modeling composite line integrals from the incremental line integrals; and the corresponding method including receiving three-dimensional (3D) volumetric data into a graphics pipeline, integrating the 3D volumetric data into incremental line integrals along a plurality of viewing rays, modeling composite line integrals from the incremental line integrals, and adding the incremental line integrals for each composite line integral to form pixels of the DRR image.
摘要:
A method of aligning a pair of images with (101) a first image and a second image, wherein said images comprise a plurality of intensities corresponding to a domain of points in a D-dimensional space includes identifying (102) feature points on both images using the same criteria, computing (103) a feature vector for each feature point, measuring a feature dissimilarity (104) for each pair of feature vectors, wherein a first feature vector of each pair is associated with a first feature point on the first image, and a second feature vector of each pair is associated with a second feature point on the second image. A correspondence mapping (105) for each pair of feature points is determined using the feature dissimilarity associated with each feature point pair, and an image transformation (106) is defined to align (108) the second image with the first image using one or more pairs of feature points that are least dissimilar.
摘要:
A method of updating the registration of a pair of images comprising the steps of providing a pair of images with a source image and a target image, determining a full registration between the source image and the target image, obtaining a first new target image, determining a registration between the target image and the first new target image, and determining an incremental registration between the first new target image and the source image, based on the registration between the first new target image and the target image and on the full registration between the source image and the target image. The determination of the full registration between the source image and the target image can be performed in parallel with the determination of the incremental registration between the first new target image and the source image.
摘要:
A method of rendering volumetric digital images including the steps of providing one or more digital images representing objects with known spatial relation to each other, associating a texture with each object (digital image), choosing a viewing direction for said rendering, imposing a single proxy geometry on all of the one or more textures, and resampling each of the one or more textures using coordinates generated by the single proxy geometry. The range of the coordinate system generated by said proxy geometry extends beyond the valid range of a texture coordinate. The range of the proxy geometry coordinates can be checked to determine which objects provide a valid contribution to the rendering.
摘要:
In a method for visualization of three-dimensional vectorial quantities at a data processing device with color-coded direction information, the vectorial quantities are displayed; dependent on their direction, in different colors in a three-dimensionally or two-dimensionally projected representation on an image output unit, and at least one reference element indicating the orientation of the representation and at least one explanatory specification regarding the employed color coding are shown on the image output unit. The at least one reference element specifies the orientation of the representation is designed in color as a three-dimensional element; such that the color coding used is shown clarified by the color design of the reference element.
摘要:
Disclosed is a method for determining and displaying at least one piece of information on a target volume, especially in a human body, the information being obtained from an image record. At least one embodiment of the method includes: a first and at least one second image record of a target zone encompassing the target volume are recorded, the first image record having a higher contrast regarding the boundaries of the target volume, and the first and the second image record being registered together; the target volume is segmented in the first image record; target volume image data
摘要:
In a method and apparatus for determination of coefficients of a diffusion tensor to describe a diffusion process within a subject, spatially-resolved, variously diffusion-coded diffusion data are generated from volume elements of the subject under consideration of control data for various diffusion codings. Intermediate diffusion data are generated for each volume element from diffusion data measured with a first diffusion coding. Updated intermediate diffusion data are then determined for each volume element from diffusion data generated preceding the intermediate diffusion data and current diffusion data measured with a different diffusion coding. Components of a diffusion tensor are determined from the last determined, updated intermediate diffusion data after multiple updates with various diffusion codings.
摘要:
A method of registering a digital image with a polygonal mesh comprising the steps of providing a digital image, providing a polygonal mesh comprising a plurality of vertices that approximates an object in the digital image, propagating a ray from a vertex of the polygonal mesh into the digital image and calculating a line integral of opacity values wherein each opacity value corresponds to the intensity of a pixel of the image through which said ray passes, terminating the ray at a point in the image when an opacity threshold is reached, and adding the termination point to a set of closest points. A registration is computed between the vertices of the polygonal mesh and the set of closest points, and the registration is applied to the polygonal mesh to obtain a new set of vertices.
摘要:
In a method and apparatus for incremental calculation of a general linear model given intermittent correlation of the model functions, data composed of a number of data sets with a number of different random samples are processed. For each independent random sample contained in the data set, a dependency on an order quantity is compared with the dependency on the order quantity in model functions contained in a model matrix G using the general linear model in order to check the occurrence of specific characteristics in the dependency of the random sample on the order quantity. The calculation of the general linear model ensues incrementally from data set to data set. Before the calculations for the data of a data set, a check is made as to whether the model functions contained in the model matrix G exhibit orthogonal portions to a sufficient degree in a segment (represented by the data set) of the dependency on the order quantity for the calculations. Given a degree of parallelism that is too high, one or more model functions of the model matrix G that interfere with the orthogonality are masked out to a predeterminable degree in the calculations for this data set, in order to achieve the sufficient degree of orthogonal portions. An incremental calculation of the general linear model with corresponding output of intermediate results is thereby enabled, even given the presence of intermittent correlating model functions in the model matrix.