4.7 Article

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

期刊

出版社

IEEE COMPUTER SOC
DOI: 10.1109/TPDS.2017.2687927

关键词

Compute unified device architecture (CUDA); graphics processing unit (GPU); imaging radar; real-time; terahertz; threat detection

资金

  1. Ministerio de Economia y Competitividad of the Spanish Government [TEC2014-53815-R]
  2. Madrid Regional Government [S2013/ICE-3000]
  3. Spanish Directorate General of Traffic [SPIP2015-01879]
  4. Ministerio de Economia y Competitividad

向作者/读者索取更多资源

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 50 x 90 cm(2). 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.

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