Colour displays for categorical images

C.A. Glasbey; Gerie van der Heijden; Vivian F.K. Toh; Alison Gray

doi:10.1002/col.20327

Colour displays for categorical images

C.A. Glasbey, Gerie van der Heijden, Vivian F.K. Toh, Alison Gray

Mathematics And Statistics

Research output: Contribution to journal › Article › peer-review

18 Citations (Scopus)

34 Downloads (Pure)

Abstract

We propose a method for identifying a set of colours for displaying 2-D and 3-D categorical images when the categories are unordered labels. The principle is to find maximally distinct sets of colours. We either generate colours sequentially, to maximise the dissimilarity or distance between a new colour and the set of colours already chosen, or use a simulated annealing algorithm to find a set of colours of specified size. In both cases, we use a Euclidean metric on the perceptual colour space, CIE-LAB, to specify distances.

Original language	English
Pages (from-to)	304-309
Number of pages	6
Journal	Colour Research & Application
Volume	32
Issue number	4
Early online date	21 Jun 2007
DOIs	https://doi.org/10.1002/col.20327
Publication status	Published - Aug 2007

Keywords

pseudo-colour
look-up table
perceptually uniform colour space
RGB
CIELAB
colour quantization

Access to Document

10.1002/col.20327

Colorpaper 2006Submitted manuscript, 131 KB

Cite this

@article{40cafcdee8d84eff8aae45394482010c,

title = "Colour displays for categorical images",

abstract = "We propose a method for identifying a set of colours for displaying 2-D and 3-D categorical images when the categories are unordered labels. The principle is to find maximally distinct sets of colours. We either generate colours sequentially, to maximise the dissimilarity or distance between a new colour and the set of colours already chosen, or use a simulated annealing algorithm to find a set of colours of specified size. In both cases, we use a Euclidean metric on the perceptual colour space, CIE-LAB, to specify distances.",

keywords = "pseudo-colour, look-up table, perceptually uniform colour space, RGB, CIELAB, colour quantization",

author = "C.A. Glasbey and {van der Heijden}, Gerie and Toh, {Vivian F.K.} and Alison Gray",

year = "2007",

month = aug,

doi = "10.1002/col.20327",

language = "English",

volume = "32",

pages = "304--309",

journal = "Colour Research & Application",

publisher = "John Wiley and Sons Inc.",

number = "4",

}

TY - JOUR

T1 - Colour displays for categorical images

AU - Glasbey, C.A.

AU - van der Heijden, Gerie

AU - Toh, Vivian F.K.

AU - Gray, Alison

PY - 2007/8

Y1 - 2007/8

N2 - We propose a method for identifying a set of colours for displaying 2-D and 3-D categorical images when the categories are unordered labels. The principle is to find maximally distinct sets of colours. We either generate colours sequentially, to maximise the dissimilarity or distance between a new colour and the set of colours already chosen, or use a simulated annealing algorithm to find a set of colours of specified size. In both cases, we use a Euclidean metric on the perceptual colour space, CIE-LAB, to specify distances.

AB - We propose a method for identifying a set of colours for displaying 2-D and 3-D categorical images when the categories are unordered labels. The principle is to find maximally distinct sets of colours. We either generate colours sequentially, to maximise the dissimilarity or distance between a new colour and the set of colours already chosen, or use a simulated annealing algorithm to find a set of colours of specified size. In both cases, we use a Euclidean metric on the perceptual colour space, CIE-LAB, to specify distances.

KW - pseudo-colour

KW - look-up table

KW - perceptually uniform colour space

KW - RGB

KW - CIELAB

KW - colour quantization

U2 - 10.1002/col.20327

DO - 10.1002/col.20327

M3 - Article

VL - 32

SP - 304

EP - 309

JO - Colour Research & Application

JF - Colour Research & Application

IS - 4

ER -

Colour displays for categorical images

Abstract

Keywords

Access to Document

Fingerprint

Cite this