Volume 6 Number 6 (Dec. 2014)
Home > Archive > 2014 > Volume 6 Number 6 (Dec. 2014) >
IJCEE 2014 Vol.6(6): 493-500 ISSN: 1793-8163
DOI: 10.17706/IJCEE.2014.V6.867

A Comparison of Hyperspectral Image Compression Methods

Astha Puri, Ershad Sharifahmadian, Shahram Latifi
Abstract—The hyperspectral imaging plays an important role in remote sensing. Hyperspectral images include both spectral and spatial redundancies whose exploitation is crucial for compression. Most popular image coding algorithms attempt to transform the image data so that the transformed coefficients are largely uncorrelated. In hyperspectral image compression, wavelets have shown a good adaptability to a wide range of data. Some wavelet-based compression methods have been successfully used for hyper spectral image data. In many applications, karhunen–loève transform (KLT) is the popular approach to decorrelate spectral redundancies. In this paper, a review of efficient compression techniques is done, with more emphasis on binary embedded zerotree wavelet (BEZW), 3D set partitioning embedded block (SPECK) and 3D set partitioning in hierarchical trees (SPIHT). In comparison with the techniques discussed, the BEZW technique has lower computational cost, better performance, high efficiency and simplified coding algorithm.

Index Terms—BEZW, Remote sensing, SPECK, SPIHT, transform coding, wavelet transform.

The authors are with the Department of Electrical & Computer Engineering, University of Nevada, Las Vegas, Nevada, USA.

Cite:Astha Puri, Ershad Sharifahmadian, Shahram Latifi, "A Comparison of Hyperspectral Image Compression Methods," International Journal of Computer and Electrical Engineering vol. 6, no. 6, pp. 493-500, 2014.

General Information

ISSN: 1793-8163
Frequency: Quarterly
Editor-in-Chief: Prof. Yucong Duan
Abstracting/ Indexing: EI (INSPEC, IET), Ulrich's Periodicals Directory, Google Scholar, EBSCO, ProQuest, and Electronic Journals Library
E-mail: ijcee@iap.org

What's New

  • Jul 12, 2018 News!

    IJCEE Vol. 10, No. 2 is available online now.   [Click]

  • Apr 02, 2018 News!

    IJCEE Vol. 10, No. 1 is available online now.   [Click]

  • Jan 05, 2018 News!

    IJCEE Vol. 9, No. 2 is available online now.   [Click]

  • Jul 27, 2017 News!

    IJCEE Vol. 9, No. 1 is available online now.   [Click]

  • Jun 29, 2017 News!

    IJCEE Vol. 7, No. 6 has been indexed by EI (Inspec) Inspec, created by the Institution of Engineering and Tech.!   [Click]

  • Read more>>