Lossless hyperspectral image compression using context-based conditional averages

被引：0
|
作者：
Wang, HQ [1 ]
Babacan, SD [1 ]
Sayood, K [1 ]
机构：
[1] Univ Nebraska, Dept Elect Engn, Lincoln, NE 68588 USA
来源：
DCC 2005: DATA COMPRESSION CONFERENCE, PROCEEDINGS | 2005年
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper, we propose a compression algorithm focused on the peculiarities of hyperspectral images. ne spectral redundancy in hyperspectral. images is exploited by using a context matching method driven by the correlation between adjacent bands of hyperspectral spectral images. The method compares favorably with recent proposed lossless compression algorithms in terms of compression, with significantly lower complexity.
引用
收藏
页码：418 / 426
页数：9
相关论文
共 50 条
  • [31] Context-based embedded image compression using binary wavelet transform
    Pan, Hong
    Jin, Li-Zuo
    Yuan, Xiao-Hui
    Xia, Si-Yu
    Xia, Liang-Zheng
    IMAGE AND VISION COMPUTING, 2010, 28 (06) : 991 - 1002
  • [32] Image compression using the wavelet transform and context-based arithmetic coding
    Kim, S
    Jeong, J
    SECOND INTERNATION CONFERENCE ON IMAGE AND GRAPHICS, PTS 1 AND 2, 2002, 4875 : 133 - 140
  • [33] Lossless Hyperspectral Image Compression Using Intraband and Interband Predictors
    Mamatha, A. S.
    Singh, Vipula
    2014 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2014, : 332 - 337
  • [34] Context-based near-lossless compression of EEG signals using neural network predictors
    Sriraam, N.
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2009, 63 (04) : 311 - 320
  • [35] Hyperspectral image lossless compression based on prediction tree algorithm
    Liu, HS
    Huang, LQ
    IMAGE PROCESSING AND PATTERN RECOGNITION IN REMOTE SENSING, 2003, 4898 : 93 - 101
  • [36] Lossless compression of hyperspectral images using backward search in context window
    Gao, Fang
    Liu, Yu
    Guo, Shu-Xu
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2015, 23 (08): : 2376 - 2383
  • [37] Lossless Embedded Compression Algorithm with Context-based Error Compensation for Video Application
    Jeong, Hyerim
    Kim, Jaehyun
    Lee, Kyohyuk
    Yoo, Kiwon
    Kim, Jaemoon
    2012 IEEE 16TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE), 2012,
  • [38] Lossless compression for hyperspectral image using deep recurrent neural networks
    Jiqiang Luo
    Jiaji Wu
    Shihui Zhao
    Lei Wang
    Tingfa Xu
    International Journal of Machine Learning and Cybernetics, 2019, 10 : 2619 - 2629
  • [39] Lossless compression for hyperspectral image using deep recurrent neural networks
    Luo, Jiqiang
    Wu, Jiaji
    Zhao, Shihui
    Wang, Lei
    Xu, Tingfa
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 10 (10) : 2619 - 2629
  • [40] 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
12345