Reference : Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees
Scientific journals : Article
Engineering, computing & technology : Computer science
http://hdl.handle.net/2268/6031
Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees
English
Marée, Raphaël mailto [Université de Liège - ULg > > GIGA-Management : Plateforme bioinformatique >]
Geurts, Pierre mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation >]
Wehenkel, Louis mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation >]
30-Jan-2009
IPSJ Transactions on Computer Vision and Applications
Information Processing Society of Japan
1
Special Issue on ACCV2007
Yes
International
1882-6695
Japan
[en] We propose a new method for content-based image retrieval which exploits the similarity measure and indexing structure of totally randomized tree ensembles induced from a set of subwindows randomly extracted from a sample of images. We also present the possibility of updating the model as new images come in, and the capability of comparing new images using a model previously constructed from a different set of images. The approach is quantitatively evaluated on various types of images and achieves high recognition rates despite its conceptual simplicity and computational efficiency.
Fonds Européen de Développement Régional - FEDER ; Fonds de la Recherche Scientifique (Communauté française de Belgique) - F.R.S.-FNRS ; Région wallonne : Direction générale des Technologies, de la Recherche et de l'Energie - DGTRE
http://hdl.handle.net/2268/6031
10.2197/ipsjtcva.1.46
http://www.jstage.jst.go.jp/article/ipsjtcva/1/0/1_46/_article
The copyright of this material is retained by the Information Processing Society of Japan (IPSJ). This material is published on this web page with the agreement of the author(s) and the IPSJ. Please comply with the Copyright Law of Japan and the Code of Ethics of IPSJ if any users wish to reproduce, make derivative work, distribute or make available to the public any part or whole thereof. All Rights Reserved, Copyright (C) Information Processing Society of Japan.

File(s) associated to this reference

Fulltext file(s):

FileCommentaryVersionSizeAccess
Open access
final_published_cva_pdf.pdfPublisher postprint5.78 MBView/Open

Bookmark and Share SFX Query

All documents in ORBi are protected by a user license.