A compression scheme for archiving DNA sequencing images

被引:0
|
作者
Mishra, Hansraj [1 ]
Dhand, Harsh [2 ]
Dimitrova, Nevenka [2 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Elect Engn, Kharagpur, W Bengal, India
[2] Philips Res, Bangalore, Karnataka, India
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
DNA sequencing today produces vast amounts of image data in the final recording process. For example, Solexa's sequencing by synthesis platform allows the outcome of sequencing reactions to be observed simultaneously at a resolution of millions of individual DNA molecules. Recording the outcome after each reaction therefore, generates terabytes of image data in the course experimentation. For posterity reasons some of this image data needs to be preserved for longer term and therefore we need compression schemes with high compression ratios while data fidelity needs to be preserved. This paper describes the design and implementation of a novel compression scheme for archiving DNA Sequencing Images produced during the sequencing by synthesis procedure. The scheme is based on the identification of information points in the sequencing images, and regeneration of the whole image using these, exploiting diffraction characteritics of point sources of light. It provides for a high compression ratioof 1:10 to 1:20, while still maintaining acceptable fidelity of the information.
引用
收藏
页码:102 / +
页数:2
相关论文
共 50 条
  • [21] An Encryption-then-Compression Scheme Using Autoencoder Based Image Compression for Color Images
    Sreelakshmi, K.
    Ravi, Renjith, V
    2020 7TH IEEE INTERNATIONAL CONFERENCE ON SMART STRUCTURES AND SYSTEMS (ICSSS 2020), 2020, : 124 - 128
  • [22] COMPRESSION FOR PICTURE ARCHIVING AND COMMUNICATION IN RADIOLOGY
    DUNHAM, JG
    HILL, RL
    BLAINE, GJ
    SNYDER, DL
    JOST, RG
    PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1983, 418 : 201 - 208
  • [23] A cascading MRVQ-DCT scheme for the compression of sequence images
    Huang, SY
    Wang, JS
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (08) : 1188 - 1192
  • [24] A Unified Compression and Watermarking Scheme for MT-BTC Images
    Guo, Jing-Ming
    Seshathiri, Sankara Riniva An
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 1278 - 1287
  • [25] A JPEG compression resistant steganography scheme for raster graphics images
    Jain, Aneesh
    Sen Gupta, Indranil
    TENCON 2007 - 2007 IEEE REGION 10 CONFERENCE, VOLS 1-3, 2007, : 592 - 595
  • [26] Lossless compression scheme for color-indexed character images
    Kim, M
    Kwon, H
    Visual Communications and Image Processing 2005, Pts 1-4, 2005, 5960 : 1179 - 1186
  • [27] Wavelet compression based on scheme of visual cryptography for binary images
    An, Shao-Jun
    Zhongshan Daxue Xuebao/Acta Scientiarum Natralium Universitatis Sunyatseni, 2002, 41 (05):
  • [28] Pattern-based lossy compression scheme for document images
    Zhang, Q.
    Danskin, J.M.
    Electronic Publishing - Origination Dissemination and Design, 1995, 8 (2-3):
  • [29] LENSELET IMAGE COMPRESSION SCHEME BASED ON SUBAPERTURE IMAGES STREAMING
    Dai, Feng
    Zhang, Jun
    Ma, Yike
    Zhang, Yongdong
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 4733 - 4737
  • [30] A Co-Prediction-Based Compression Scheme for Correlated Images
    Yin, Wenbin
    Shi, Yunhui
    Zuo, Wangmeng
    Fan, Xiaopeng
    IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 22 (08) : 1917 - 1928