FPGA-accelerated Iterative Reconstruction for Transmission Electron Tomography

Linjun Qiao,Guojie Luo,Wentai Zhang,Ming Jiang

2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)（2021）

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摘要

Transmission electron tomography (TET) is a widely used biomedical imaging technique. Iterative reconstruction with regularization is the common approach to obtain high-quality reconstructed images for TET. Mumford-Shah (MS) regularization has the advantage in preserving image edges; but it is computation and memory-intensive because it is NP-hard when applied to TET. In this work, we design an FP...

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关键词

Geometry,Schedules,Scheduling algorithms,Graphics processing units,Bandwidth,Tomography,Throughput

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