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Real-Time GPU-Based Image Processing for a 3-D THz Radar | IEEE Journals & Magazine | IEEE Xplore

Real-Time GPU-Based Image Processing for a 3-D THz Radar


Abstract:

A real-time image processing algorithm, using a GPU with NVIDIA's CUDA technology, for a 3-D through-clothes detection radar in the THz band has been developed. Tradition...Show More

Abstract:

A real-time image processing algorithm, using a GPU with NVIDIA's CUDA technology, for a 3-D through-clothes detection radar in the THz band has been developed. Traditional CPU-based architectures lack the computing power and parallelization needed to meet the image refresh rates imposed by the radar's scanning. This solution presents a low-cost and flexible alternative that allows image refresh at a rate of more than 8 fps for images composed of 6,000 pixels, corresponding to a scanned area of 50x90 cm2. The performance of this code has been profiled, with comparison against a previous CPU-executed version, and some optimizations that would enable even faster refresh have been analyzed.
Published in: IEEE Transactions on Parallel and Distributed Systems ( Volume: 28, Issue: 10, 01 October 2017)
Page(s): 2953 - 2964
Date of Publication: 27 March 2017

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