Title :

Color space selection for unsupervised color image segmentation by histogram multi-thresholding

Author(s) :

Busin, Laurent [Auteur]
LAGIS-SI
Vandenbroucke, Nicolas [Auteur]
Ecole d'Ingénieurs du Pas-de-Calais [EIPC]
Macaire, Ludovic [Auteur]
LAGIS-SI
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Postaire, Jack-Gérard [Auteur]
LAGIS-SI

Conference title :

2004 International Conference on Image Processing (ICIP 2004)

City :

Singapour

Country :

Singapour

Start date of the conference :

2004-10-24

Book title :

2004 International Conference on Image Processing, 2004. ICIP '04

Publisher :

IEEE

Publication date :

2004

HAL domain(s) :

Informatique [cs]/Vision par ordinateur et reconnaissance de formes [cs.CV]

English abstract : [en]

We propose a new color image segmentation algorithm by unsupervised classification of pixels. This procedure iteratively constructs the classes by histogram multi-thresholding. For this purpose, the procedure selects ...
Show more >We propose a new color image segmentation algorithm by unsupervised classification of pixels. This procedure iteratively constructs the classes by histogram multi-thresholding. For this purpose, the procedure selects different color spaces in which the modes of the 1D-histograms are separated as well as possible, so that each mode corresponds effectively to a region in the image.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL