小运动目标检测系统中偏振图像的高速合成方法研究

L. Zhiyong, Ye Zhenliang, Teng Ming-gui
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引用次数: 1

摘要

在基于偏振成像技术的小型运动目标检测系统中,由于系统资源有限,不断产生大量的图像数据。为了保证较好的实时性,对三源图像像素级合成方法进行了数据传输和像素级合成两个阶段的研究。FPGA设计了多输入单输出逻辑。三源图像合并成单向数据流。该流使用支持TS201(DSP芯片)的特殊格式来同时处理四个连续的像素。乒乓型缓冲器基于DMA实现了数据传输和数据处理的高级并行性。基于TS201 CPU的特点和优化的数学模型,提出了一种基于四像素并行运算和流水线的像素合成计算方法。在12bit像素精度和782×582像素面积条件下,进行了数百次测试,证明极化图像合成的平均时间为26.02 ms,无数据丢失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study on high-speed synthesis method of polarization images in the small moving target detection system
System resources used are limited, and large image data continuously produce in a small moving target detection system based on polarization imaging technology. To ensure good real-time, the three-source images pixel-level synthesis method was studied in two stages, including data transmission and pixel synthetic. FPGA designed the multi-input and single output logic. Three-source images are merged into the single-way data stream. This stream uses a special format supporting TS201(the DSP chip) to simultaneously process four consecutive pixels. Ping-pong type buffer based on DMA advanced parallelism of data transmission and data processing. On the basis of TS201 CPU features and optimized mathematical model, a kind of pixels synthesis computing method based on four pixels parallel operation and pipelining was put forward. In 12bit pixel precision and 782×582 pixel area conditions, hundreds of tests were carried out, and proved that the average time of polarization image synthesis is 26.02 ms without data loss.
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