Poster + Presentation + Paper
15 February 2021 A new method and system for fast and accurate 3D projections in medical imaging and iterative reconstruction
Ivan Bajic
Author Affiliations +
Conference Poster
Abstract
This work proposes the highly-parallel HRGB method, and an associated HRGB Parallel Electronic Circuit (PEC), for complex-geometry medical image reconstruction and model-based iterative reconstruction (MBIR). 3D forward projection, particularly ray-driven projection, is discussed. A new approach is proposed, wherein the modeled beam is, in effect, sent through frequency space (not image space), and image space is modeled as a continuous (not discrete) region. This allows accuracy and speed, e.g. the HRGB PEC eliminates interpolation computations and slow data access. For even greater speed, the HRGB PEC can be implemented as an asynchronous (or semi-asynchronous) circuit, allowing fast computations that are not limited (or, are negligibly limited) by digital clock cycles. Thus, the HRGB's 3D projections can be computed with greater accuracy, and for arbitrary sources and arbitrary detectors in 3D space, with multiple beams/rays on each detector element for additional accuracy.
Conference Presentation
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Ivan Bajic "A new method and system for fast and accurate 3D projections in medical imaging and iterative reconstruction", Proc. SPIE 11595, Medical Imaging 2021: Physics of Medical Imaging, 115953U (15 February 2021); https://doi.org/10.1117/12.2581138
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KEYWORDS
Medical imaging

Image restoration

Imaging systems

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