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Design and Implementation of the Parallel Processing System of Multi-channel Polarization Images

机译:多通道偏振图像并行处理系统的设计与实现

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Compared with traditional optical intensity image processing, polarization images processing has two main problems. One is that the amount of data is larger. The other is that processing tasks is more complex. To resolve these problems, the parallel processing system of multi-channel polarization images is designed by the multi-DSP technique. It contains a communication control unit (CCU) and a data processing array (DPA). CCU controls communications inside and outside the system. Its logics are designed by a FPGA chip. DPA is made up of four Digital Signal Processor (DSP) chips, which are interlinked by the loose coupling method. DPA implements processing tasks including images registration and images synthesis by parallel processing methods. The polarization images parallel processing model is designed on multi levels including the system task, the algorithm and the operation. Its program is designed by the assemble language. While the polarization image resolution is 782×582 pixels, the pixel data length is 12 bits in the experiment. After it received 3 channels of polarization image simultaneously, this system implements parallel task to acquire the target polarization characteristics. Experimental results show that this system has good real-time and reliability. The processing time of images registration is 293.343ms while the registration accuracy achieves 0.5 pixel. The processing time of images synthesis is 3.199ms.
机译:与传统的光强度图像处理相比,偏振图像处理有两个主要问题。一是数据量更大。另一个是处理任务更加复杂。为了解决这些问题,通过多DSP技术设计了多通道偏振图像的并行处理系统。它包含一个通信控制单元(CCU)和一个数据处理阵列(DPA)。 CCU控制系统内部和外部的通信。其逻辑由FPGA芯片设计。 DPA由四个数字信号处理器(DSP)芯片组成,它们通过松散耦合方法互连。 DPA通过并行处理方法执行包括图像配准和图像合成在内的处理任务。偏振图像并行处理模型是在多层次上设计的,包括系统任务,算法和操作。它的程序是由汇编语言设计的。虽然偏振图像分辨率为782×582像素,但在实验中像素数据长度为12位。在同时接收到3个偏振图像通道后,该系统执行并行任务以获取目标偏振特性。实验结果表明,该系统具有良好的实时性和可靠性。图像配准的处理时间为293.343ms,配准精度达到0.5像素。图像合成的处理时间为3.199ms。

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