Lossless Compression Using the Ramanujan Sums: Application to Hologram Compression

被引:3
|
作者
Shiomi, Harutaka [1 ]
Shimobaba, Tomoyoshi [1 ]
Kakue, Takashi [1 ]
Ito, Tomoyoshi [1 ]
机构
[1] Chiba Univ, Grad Sch Engn, Chiba 2638522, Japan
关键词
Image coding; Discrete cosine transforms; Two dimensional displays; Data compression; Three-dimensional displays; Holography; hologram; linear transform; Ramanujan sum;
D O I
10.1109/ACCESS.2020.3014979
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Ramanujan sum, introduced by S. Ramanujan, has been utilized-among other applications-for signal processing. It has recently been suggested that transforms using the Ramanujan sums may also provide the benefit of data compression. This study presents a lossless hologram-compression method that employs transforms using the Ramanujan sums. In general, lossless compression of holograms is difficult, because the statistical properties of holograms are different from natural images. We compared the compression ratios of different hologram datasets, both with and without using Ramanujan- sums-based transforms. We found that the Ramanujan periodic transform improves the compression ratio of hologram data when using data having prime number dimensions.
引用
收藏
页码:144453 / 144457
页数:5
相关论文
共 50 条
  • [21] Hyperspectral lossless compression
    Brower, BV
    Lan, A
    McCabe, JM
    IMAGING SPECTROMETRY V, 1999, 3753 : 247 - 257
  • [22] LOSSLESS COMPRESSION USING DICTIONARY INDEX ARCHIVING
    Radescu, Radu
    King, Roger
    2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 5 - +
  • [23] Lossless image compression and encryption using SCAN
    Maniccam, SS
    Bourbakis, NG
    PATTERN RECOGNITION, 2001, 34 (06) : 1229 - 1245
  • [24] Lossless Compression on MRI Images Using SWT
    Anusuya, V.
    Raghavan, V. Srinivasa
    Kavitha, G.
    JOURNAL OF DIGITAL IMAGING, 2014, 27 (05) : 594 - 600
  • [25] Lossless compression of video using temporal information
    Brunello, D
    Calvagno, G
    Mian, GA
    Rinaldo, R
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2003, 12 (02) : 132 - 139
  • [26] RETRACTED ARTICLE: Improved image compression using effective lossless compression technique
    C. Raghavendra
    S. Sivasubramanian
    A. Kumaravel
    Cluster Computing, 2019, 22 : 3911 - 3916
  • [27] Application of Neural Networks for lossless digital image compression
    Ulacha, Grzegorz
    PRZEGLAD ELEKTROTECHNICZNY, 2012, 88 (08): : 155 - 160
  • [28] An application for the comparison of lossless still image compression algorithms
    Vogeltanz, Tomáš
    Pokorný, Pavel
    International Journal of Circuits, Systems and Signal Processing, 2014, 8 : 38 - 46
  • [29] Lossless Compression on MRI Images Using SWT
    V. Anusuya
    V. Srinivasa Raghavan
    G. Kavitha
    Journal of Digital Imaging, 2014, 27 : 594 - 600
  • [30] Lossless Data Compression Using Neural Networks
    Alexa, Florin
    Gui, Vasile
    Caleanu, Catalin
    Botoca, Corina
    PROCEEDINGS OF THE 7TH WSEAS INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL AND SIGNAL PROCESSING (CSECS'08), 2008, : 128 - +