System and method for hybrid local tomography image reconstruction
a local tomography and image reconstruction technology, applied in the field of image reconstruction, can solve the problems of reducing dose, complicated situation, and significantly reducing the strength of artifacts
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first embodiment
[0051]FIG. 2 illustrates an image reconstruction in accordance with the prior art LT. For comparison, FIG. 3 illustrates an image reconstruction using the inventive variable filter length LT of the present invention. It is clearly seen that the image in FIG. 3 is much more informative than that illustrated in FIG. 2. In FIG. 3, different tissue types can be easily differentiated and contrast media inside blood vessels is visible.
[0052]As is seen from the description of the methods steps illustrated in FIG. 1, the variable filter length LT algorithm of the first embodiment of the present invention is computationally efficient. It contains steps like filtering, backprojection, multiplication by a weight function, and the like. Most importantly, for each source position, the filtering on the detector is performed along a one-parametric family of curves. In contrast, the algorithms of prior art that reconstruct images from truncated data are generally computationally expensive in view o...
second embodiment
[0061]In accordance with an additional embodiment of the present invention, a system and method for the reconstruction of images having emphasized edges in which the reconstructed image also includes information about the actual values of the distribution of the attenuation coefficient μ inside the object is provided. The present invention proposes an additional embodiment in which a Hybrid Local Tomography (HLT) algorithm provides edge-enhanced reconstruction, while also providing fairly accurate HU values. The main idea of the proposed algorithm of this second embodiment, is the novel combination of a conventional reconstruction with an LT-based reconstruction.
[0062]In an exemplary embodiment of the HLT reconstruction method in accordance with the present invention, let fc(x) denote an image reconstructed by a conventional (i.e., exact or quasi-exact) algorithm. Such an algorithm can be based on, but not limited to, an iterative-based reconstruction algorithm or an FBP-reconstruct...
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