Method of Colour Segmentation in Two Dimensional Images

• Authors: Korzeniewski, Jerzy

Title variants

EN

Metody segmentacji kolorów w obrazach dwuwymiarowych

Abstracts

EN

The paper is divided into two parts. In the first part an overview of some selected methods of segmenting colours in two dimensional images is given. In the second part a new algorithm is proposed. The new algorithm is different from other algorithms due to its stress on accuracy of colour classes, the smallest possible number of colour classes (conditionally on paramameter choice) and due to smaller stress on the small number of eventual segments. The algorithm performance is assessed through applications to the segmentation a couple of colourful images.

Keywords

EN

colour segmentation; EM algorithm; non-parametric density estimation; pixel clustering

• Publisher: Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
• Journal: Acta Universitatis Lodziensis. Folia Oeconomica
• Year: 2004
• Volume: 175

Dates

published

2004

Contributors

author

Korzeniewski, Jerzy

other

University of Łódź, Department of Statistical Methods

Identifiers

URI

http://hdl.handle.net/11089/15982