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A low delay highly dynamic range infrared imaging system for complex scenes based on FPGA

  • Yongkang Zhou
  • , Xiaoqiong Li*
  • , Junjie Zhou
  • , Xingfen Tang
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • Kunming Institute of Physics

科研成果: 期刊稿件文章同行评审

摘要

We proposed a hardware-oriented framework for infrared images compression and enhancement. The aim is to achieve high-quality imaging with minimal delay. Specifically, we introduce several key improvements: Firstly, we adopt the anisotropic guided filtering for layering, which effectively addresses the issue of detail halo. Secondly, we proposed a dynamic range compression algorithm (LIHS&HRC), which is based on local information histogram statistics and thus highlights the gray scales with abundant details. Thirdly, we propose a low-complexity adaptive two-dimensional non-local mean algorithm, which preserves important details while reducing noise. Through extensive experimentation, it is demonstrated the proposed algorithm framework significantly reduces latency and Field Programmable Gate Array (FPGA) resource requirements. It generates high-quality infrared image sequences in a minimal delay of only 0.31 ms at a frame rate of 50fps, with consuming a mere 0.0362 MB of shift register and 0.0312 MB of BRAM.

源语言英语
文章编号113745
期刊Measurement: Journal of the International Measurement Confederation
223
DOI
出版状态已出版 - 12月 2023

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