Alignment of mixed-modality data sets for reduction and removal of imaging artifacts
Methods and systems are described for removing reflective artifacts from an imaging model. An x-ray detector captures x-ray images that include a structure and an imaging device captures a surface scan of the same structure. An image processor constructs a three-dimensional CT model of the structure from the x-ray images and constructs a three-dimensional surface model of the structure from the surface scan. The image processor is configured to resize and orient the surface model and/or the CT model so that they are the same scale and orientation, overlay the surface model onto the CT model, and detect data points in the combined data set that extend beyond a surface of the structure in the surface model. The detected data points represent artifacts in the CT model and are adjusted by interpolation to produce an artifact-reduced CT model.
1. A system for removing artifacts caused by x-ray reflective materials from an x-ray image, the system comprising:
an x-ray source;
an x-ray detector that captures x-ray images including a structure;
an imaging device that captures a surface scan of the structure; and
an image processor that constructs a three-dimensional CT model including the structure from the x-ray images and a three-dimensional surface model including the structure from the surface scan, the image processor
resizing and orienting at least one of the surface model and the CT model so that the surface model and the CT model are of a same scale and orientation,
overlaying the surface model on the CT model to generate a combined data set,
detecting data points in the combined data set that extend beyond a surface of the structure in the surface model, wherein the detected data points represent artifacts in the CT model,
adjusting the detected data points from the CT model by interpolation of the detected data points to create an artifact-reduced CT model, and
displaying the artifact-reduced CT model.
2. The system of claim 1 , wherein the imaging device includes a laser scanning system.
3. The system of claim 1 , wherein the imaging device includes a structured light scanning system.