• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 9, 2976 (2022)
Dong-dong XU1、*, Xin YU1、1; *;, Li-min DU1、1;, and Guo-ling BI2、2;
Author Affiliations
  • 11. Changchun University, Changchun 130022, China
  • 22. Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China
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    DOI: 10.3964/j.issn.1000-0593(2022)09-2976-07 Cite this Article
    Dong-dong XU, Xin YU, Li-min DU, Guo-ling BI. Multispectral Image Compression and Encryption Algorithm Based on Chaos and Fast Wavelet Transform[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2976 Copy Citation Text show less
    Flow chart of multispectral image compression and encryption algorithm
    Fig. 1. Flow chart of multispectral image compression and encryption algorithm
    KL transformation effect diagram of each spectrum
    Fig. 2. KL transformation effect diagram of each spectrum
    Image of a certain spectrum and encrypted image
    Fig. 3. Image of a certain spectrum and encrypted image
    Comparison of original image and compressed reconstructed image
    Fig. 4. Comparison of original image and compressed reconstructed image
    Mean SAD
    Fig. 5. Mean SAD
    算法信息熵
    约瑟夫环算法10.185 7
    AES算法10.758 4
    改进的LOGISTIC算法11.135 1
    本算法11.794 3
    Table 1. Information entropy comparison
    算法微小明文改变(像素值)NPCR/%UACI/%
    算法1[6]199.6033.50
    算法2[7]199.6231.59
    本算法199.8134.19
    Table 2. Test results of NPCR and UACI
    波段水平垂直对角
    波段1原始图像0.939 60.867 90.859 1
    波段1加密图像0.415 7-0.004 7-0.354 3
    波段2原始图像0.925 40.860 30.822 7
    波段2加密图像-0.003 2-0.006 1-0.253 8
    波段3原始图像0.941 60.924 30.847 8
    波段3加密图像-0.020 4-0.000 70.318 1
    Table 3. Correlation before and after encryption
    Methods4∶18∶116∶132∶1
    SA-DCT[8]48.9448.0243.6039.83
    DWT-Tucker[9]53.1150.2246.8541.78
    ATS[10]50.1745.8743.3641.23
    JPEG2000[11]49.4548.1145.0740.31
    Ours54.1550.9847.4942.40
    Table 4. Test results of compression system
    方法吞吐率/(Mpixels·s-1)频率/MHz
    JPEG2000[11]5.5288
    KLT[12]9.7788
    DWT-Tucker[9]11.2688
    3DSPIHT[13]16.0488
    Ours5.0588
    Table 5. Comparison result of data processing speed
    Dong-dong XU, Xin YU, Li-min DU, Guo-ling BI. Multispectral Image Compression and Encryption Algorithm Based on Chaos and Fast Wavelet Transform[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2976
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