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Real-Time Compression System Research Based On DMD Hadamard Transform Spectrometer

机译:基于DMD Hadamard变换光谱仪的实时压缩系统研究

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We propose a new lossy compression approach for hyperspectral images which comes from hadamard transform (HT) spectral imager for space-based surveillance that uses the Digital Micro-mirror Device (DMD) as the programmable mask other than the conventional mechanical mask. This paper firstly introduces that the DMD Hadamard spectrometer described in this paper is good at obtaining multi-channel high-energy high-SNR spectral data, which is superior to traditional ones. And then.based on the hardware platform composed of Xilinx FPGA and ADV212 (a codec chip for special JPEG2000), the sampled image data was then compressed with high SNR,high-resolution compression ratio. Last, we show the experimental results which demonstrate that the PSNR is up to 47.3dB and make no significant distortion for vision. Obviously, this approach takes distinguished advantages on real-time ability, image distortion and the practical value. The design can be utilized in national defense, earth resource survey aerospace, environmental disaster monitoring and other fields.
机译:我们提出了一种新的损耗压缩方法,用于来自Hadamard变换(HT)光谱成像仪的高光谱图像,用于使用数字微镜装置(DMD)作为除传统机械掩模之外的可编程掩模的空间监视。本文首先介绍了本文中描述的DMD Hadamard光谱仪擅长获得多通道的高能量高信噪比数据,其优于传统。然后,在由Xilinx FPGA和ADV212组成的硬件平台上(特殊JPEG2000的编解码器芯片),然后用高SNR,高分辨率压缩比压缩采样图像数据。最后,我们展示了实验结果表明PSNR高达47.3dB,对视力没有显着的扭曲。显然,这种方法对实时能力,图像失真和实际值取得了明显的优势。该设计可用于国防,地球资源调查航空航天,环境灾害监测等领域。

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