Gpu-accelerated Digitally Reconstructed Radiographs
نویسندگان
چکیده
Intensity based two-dimensional to three-dimensional (2D3D) registration algorithms usually rely on the generation of a Digitally Reconstructed Radiograph (DRR) in each iteration of the registration algorithm. The vast majority of the computation time of such registration algorithms can be contributed to the calculations needed to produce DRRs. Since 2D-3D registration often is applied during clinical interventions, it is of great importance to obtain the result of the registration within limited time. We present an approach that is both very fast and accurate, harvesting the parallel processing power of today’s mainstream graphics hardware. Especially we use the high precision z-buffer as intermediate buffer, in order to produce accurate results.
منابع مشابه
Automatic registration of portal images and volumetric CT for patient positioning in radiation therapy
The efficacy of radiation therapy treatment depends on the patient setup accuracy at each daily fraction. A significant problem is reproducing the patient position during treatment planning for every fraction of the treatment process. We propose and evaluate an intensity based automatic registration method using multiple portal images and the pre-treatment CT volume. We perform both geometric a...
متن کاملMutual Information - Based Registration of Digitally Reconstructed Radiographs and Electronic Portal
This study regards discrete mutual information and demonstrates the use of the theory with an example of radiological image registration with in-plane, twodimensional images, using various search strategies. Image registration is the process of finding an optimal geometric transformation between corresponding image data. Although it has applications in many fields, the one that is addressed in ...
متن کاملAutomatic localization of target vertebrae in spine surgery using fast CT-to-fluoroscopy (3D-2D) image registration
Localization of target vertebrae is an essential step in minimally invasive spine surgery, with conventional methods relying on “level counting” – i.e., manual counting of vertebrae under fluoroscopy starting from readily identifiable anatomy (e.g., the sacrum). The approach requires an undesirable level of radiation, time, and is prone to counting errors due to the similar appearance of verteb...
متن کاملMRI Visualisation by Digitally Reconstructed Radiographs
Visualising volumetric medical images such as computed tomography and magnetic resonance imaging (MRI) on picture archiving and communication systems (PACS) clients is often achieved by image browsing in sagittal, coronal or axial views or three-dimensional (3D) rendering. This latter technique requires fine thresholding for MRI. On the other hand, computing virtual radiograph images, also refe...
متن کاملFast DRR Generation with Light Fields
Computer-aided treatment planning greatly improves the therapeutical index in radiotherapy. However, treatment plans need to be registered with the actual patient position on the treatment device before therapeutical irradiation can be started. Registration is commonly carried out by comparing a set of 2D control radiographs of the patient, the so-called portal images (PI), with 2D synthetic ra...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2008