Hyperspectral image lossless compression based on prediction tree algorithm

被引:0
|
作者
Liu, HS [1 ]
Huang, LQ [1 ]
机构
[1] Chinese Acad Sci, Changchun Inst Opt Fine Mech & Phys, Changchun 130022, Peoples R China
关键词
hyperspectral image; image compression; lossless compression; algorithm;
D O I
10.1117/12.468640
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new hyperspectral image compression algorithm-NMST (Near Min Spanning Tree) is proposed. The near minimum spanning tree is constructed according to the image structure and is taken as a prediction tree in image compression. The result shows the NMST algorithm can improve the compression speed with little decrease of compression ratio.
引用
收藏
页码:93 / 101
页数:9
相关论文
共 50 条
  • [1] Hyperspectral Image Lossless Compression Algorithm Based on Error Compensated Prediction Tree of Multi-band Prediction
    Wang, Lang
    Guo, Shuxu
    Gu, Lingjia
    Ren, Ruizhi
    SATELLITE DATA COMPRESSION, COMMUNICATION, AND PROCESSING IV, 2008, 7084
  • [2] Lossless Hyperspectral Image Compression Based on Prediction
    Mamatha, A. S.
    Singh, Vipula
    2013 IEEE RECENT ADVANCES IN INTELLIGENT COMPUTATIONAL SYSTEMS (RAICS), 2013, : 193 - 198
  • [3] Lossless Hyperspectral Image Compression Using Binary Tree Based Decomposition
    Shahriyar, Shampa
    Paul, Manoranjan
    Murshed, Manzur
    Ali, Mortuza
    2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2016, : 428 - 435
  • [4] The lossless compression method for hyperspectral images based on optimized prediction tree
    Xia, Hao
    Zhang, Rong
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2009, 31 (04): : 813 - 817
  • [5] Lossless Compression of Hyperspectral Image Based on 3DLMS Prediction
    Chen, Yonghong
    Shi, Zelin
    Li, Deqiang
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 273 - 278
  • [6] Lossless hyperspectral image compression via linear prediction
    Mielikainen, J
    Kaarna, A
    Toivanen, P
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY VIII, 2002, 4725 : 600 - 608
  • [7] Spatial-spectral associated prediction-based rice algorithm for hyperspectral image lossless compression
    Chen, Yonghong
    Shi, Zelin
    Zhao, Huaici
    Li, Deqiang
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (01): : 105 - 110
  • [8] Lossless Compression of Hyperspectral Image Based on Spatial-Spectral Hybrid Prediction
    Chen, Yong-hong
    Shi, Ze-lin
    Ma, Long
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 993 - 997
  • [9] An efficient reordering prediction-based lossless compression algorithm for hyperspectral images
    Zhang, Jing
    Liu, Guizhong
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2007, 4 (02) : 283 - 287
  • [10] Distributed lossless compression algorithm for hyperspectral images based on the prediction error block and multiband prediction
    Li, Yongjun
    Li, Yunsong
    Song, Juan
    Liu, Weijia
    Li, Jiaojiao
    OPTICAL ENGINEERING, 2016, 55 (12)