Edge computing SoC implementation of compressive sensing algorithm for single-pixel cameras

A. Manjarrés García,C. Osorio Quero,J. Rangel-Magdaleno, J. Martinez-Carranza,D. Durini Romero

2021 18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)（2021）

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摘要

One of the most recent applications of compressive sensing is single-pixel cameras, where an image is generated by a reduced set of measurements. This new type of camera has already been implemented in many ways but always relying on a powerful CPU or GPU to run the reconstruction algorithms, limiting the portability and increasing the power consumption of the entire system. In this work, a well-k...

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关键词

Performance evaluation,Power demand,Runtime,Limiting,Reconstruction algorithms,Cameras,Compressed sensing

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