5 June 2003 Accurate perspective projection calculation using a pixel-pyramid model for iterative cone beam reconstruction
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Proceedings Volume 5030, Medical Imaging 2003: Physics of Medical Imaging; (2003); doi: 10.1117/12.480196
Event: Medical Imaging 2003, 2003, San Diego, California, United States
Abstract
The calculation of perspective projection is the essential part in either cone-beam projection or realistic volume rendering. In this paper, we propose a pixel-pyramid model to accurately calculate pixel values in flat-panel-based cone-beam reconstruction. This model faithfully portrays the divergent beam projection on a grilled planar detector. It consists of a pyramidal base (detector pixel facet) and an apex (X-ray source). Through spatial clipping by a flat-panel detector (FPD), a cone is tailored into a pyramid with the base at the FPD, called FPD pyramid, which is then spatially decomposed into pyramidal elements (PYREL). During cone-beam projection, a PYREL intersects the 3D object and produces a frustum, wherein the voxels are accumulated to produce a pixel value. In backprojection, the pixel value is imparted to the same contributive voxels. A voxel’s weight (contribution to a PYREL) is determined by spatial overlapping, which is a piecewise linear function. Through iterative algorithm, accurate cone beam reconstruction is achieved. Since the pyrel model portrays the perspective projection geometry and the voxel weight in a more natural fashion, it can be used for accurate calculation of perspective projection, especially in dealing with severe incomplete data. Simulations and comparisons are provided.
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Zikuan Chen, Ruola Ning, David L. Conover, "Accurate perspective projection calculation using a pixel-pyramid model for iterative cone beam reconstruction", Proc. SPIE 5030, Medical Imaging 2003: Physics of Medical Imaging, (5 June 2003); doi: 10.1117/12.480196; https://doi.org/10.1117/12.480196
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KEYWORDS
Sensors

3D modeling

Reconstruction algorithms

X-rays

Volume rendering

Data modeling

X-ray sources

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