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Design and Implementation of Infrared Image Preprocessing System based on FPGA

  • Xi'an Jiaotong University
  • Key Laboratory of Electro-optical Information Control and Security Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Infrared image processing is a conventional topic, but the hardware design and implementation for infrared image processing algorithms are full of challanges, especially for special purpose infrared detectors which have customized interfaces and protocols. Moreover, some customized infrared detectors only generate the infrared image with very poor quality. Therefore, in this paper, we design and implement an infrared image preprocessing system based on FPGA for customized infrared detectors. We propose a hardware architecture that includes the whole process from the input of detector, image processing, to final infrared video stream output and display. Our hardware architecture is able to adapt to different customized infrared detectors, which has the characteristics of real-time, low-power, dynamic parameter configuration, high processing efficiency and stable imaging effect. We have implemented it on Xilinx FPGA. The infrared imaging effect is significantly improved with limited FPGA resources (about only 1.6M LUT, 420 BRAM for all algorithm models on Xilinx zc706 evaluation board), the image processing speed can reach to 225Hz with the resolution of 320*256. Our preprocessing system can generate real-time video for display with 1920*1080@60Hz.

源语言英语
主期刊名Proceeding - 2021 China Automation Congress, CAC 2021
出版商Institute of Electrical and Electronics Engineers Inc.
6220-6225
页数6
ISBN(电子版)9781665426473
DOI
出版状态已出版 - 2021
活动2021 China Automation Congress, CAC 2021 - Beijing, 中国
期限: 22 10月 202124 10月 2021

出版系列

姓名Proceeding - 2021 China Automation Congress, CAC 2021

会议

会议2021 China Automation Congress, CAC 2021
国家/地区中国
Beijing
时期22/10/2124/10/21

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