liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Hierarchical S(3)-coding of RGB histograms
Linköping University, Department of Science and Technology, Media and Information Technology. Linköping University, The Institute of Technology.ORCID iD: 0000-0001-7557-4904
Dept. Lenguajes y Sistemas Informáticos, Jaume i University, Campus Riu Sec s/n, Castellón 12071, Spain.
2010 (English)In: Computer Vision, Imaging and Computer Graphics: Theory and Applications / [ed] Ranchordas, A.; Madeiras Pereira, J.; Araújo, H.J.; Tavares, J.M.R.S, Springer , 2010, 68, 188-200 p.Chapter in book (Refereed)
Abstract [en]

In this paper we introduce the representation theory of the symmetric group S (3) as a tool to investigate the structure of the space of RGB-histograms and to construct fast transforms suitable for search in huge image databases. We show that the theory reveals that typical histogram spaces are highly structured. The algorithms exploit this structure and construct a PCA like decomposition without the need to construct correlation or covariance matrices and their eigenvectors. A hierarchical transform is applied to analyze the internal structure of these histogram spaces. We apply the algorithms to two real-world databases (one from an image provider and one from a image search engine company) containing over one million images.

Place, publisher, year, edition, pages
Springer , 2010, 68. 188-200 p.
Series
Communications in Computer and Information Science, 141
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-65897DOI: 10.1007/978-3-642-11840-1_14ISBN: 978-3-642-11839-5 (print)ISBN: 978-3-642-11840-1 (print)OAI: oai:DiVA.org:liu-65897DiVA: diva2:400088
Available from: 2011-02-24 Created: 2011-02-24 Last updated: 2016-08-31Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textfind book at a swedish library/hitta boken i ett svenskt biblioteklink

Authority records BETA

Lenz, Reiner

Search in DiVA

By author/editor
Lenz, Reiner
By organisation
Media and Information TechnologyThe Institute of Technology
Engineering and Technology

Search outside of DiVA

GoogleGoogle Scholar

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 126 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf