DNA microarray image coding

Miguel Hernández-Cabronero, Juan Muñoz-Gómez, Ian Blanes, Michael W. Marcellin, Joan Serra-Sagristà

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

DNA micro arrays are useful to identify the function and regulation of a large number of genes in a single experiment, even whole genomes. In this work, we analyze the relationship between DNA micro array image histograms and the compression performance of loss less JPEG2000. Also, a reversible transform based on histogram swapping is proposed. Intensive experimental results using different coding parameters are discussed. Results suggest that this transform improves previous loss less JPEG2000 results on all DNA micro array image sets.

Original languageEnglish (US)
Title of host publicationProceedings - DCC 2012
Subtitle of host publication2012 Data Compression Conference
Pages32-41
Number of pages10
DOIs
StatePublished - May 24 2012
Event2012 Data Compression Conference, DCC 2012 - Snowbird, UT, United States
Duration: Apr 10 2012Apr 12 2012

Publication series

NameData Compression Conference Proceedings
ISSN (Print)1068-0314

Other

Other2012 Data Compression Conference, DCC 2012
CountryUnited States
CitySnowbird, UT
Period4/10/124/12/12

Keywords

  • JPEG2000
  • image coding standards
  • microarray image compression
  • microarray images

ASJC Scopus subject areas

  • Computer Networks and Communications

Fingerprint Dive into the research topics of 'DNA microarray image coding'. Together they form a unique fingerprint.

  • Cite this

    Hernández-Cabronero, M., Muñoz-Gómez, J., Blanes, I., Marcellin, M. W., & Serra-Sagristà, J. (2012). DNA microarray image coding. In Proceedings - DCC 2012: 2012 Data Compression Conference (pp. 32-41). [6189234] (Data Compression Conference Proceedings). https://doi.org/10.1109/DCC.2012.11