Why bananas look yellow: the dominant hue of object colours
Why bananas look yellow: the dominant hue of object colours
In this study, we propose a new approach to the perceptual representation of object colours. Three-dimensional objects have a polychromatic colour distribution. Yet, human observers abstract from the variation along the three perceptual colour dimensions when describing objects, such as when we say, “a banana is yellow”. We propose that the perceived object colour is determined by the dominant hue. The dominant hue corresponds to the first principal component of an object’s chromaticities. Across three experiments, we show for a sample of objects that the chromatic variation away from the dominant hue is almost completely neglected by human observers under non-laboratory viewing conditions. This is partly due to the low visibility of this variation, and partly to attentional change blindness. These findings reveal the potential role of dominant hue in the perception of object colours. Dominant hue may enable us to determine the most representative colours of objects because perceived object colours tend to be maximally bright and saturated. The present findings also imply that we can simplify the colour distributions of objects by projecting them onto their dominant hue. This may be useful for computational applications.
Colour perception, Image processing, Object Colour, Object Recognition
Witzel, Christoph
dfb994f1-7007-441a-9e1a-ddb167f44166
Dewis, Haden
19c08573-2008-4902-a9da-b4a41adae9ec
November 2022
Witzel, Christoph
dfb994f1-7007-441a-9e1a-ddb167f44166
Dewis, Haden
19c08573-2008-4902-a9da-b4a41adae9ec
Witzel, Christoph and Dewis, Haden
(2022)
Why bananas look yellow: the dominant hue of object colours.
Vision Research, 200, [108078].
(doi:10.1016/j.visres.2022.108078).
Abstract
In this study, we propose a new approach to the perceptual representation of object colours. Three-dimensional objects have a polychromatic colour distribution. Yet, human observers abstract from the variation along the three perceptual colour dimensions when describing objects, such as when we say, “a banana is yellow”. We propose that the perceived object colour is determined by the dominant hue. The dominant hue corresponds to the first principal component of an object’s chromaticities. Across three experiments, we show for a sample of objects that the chromatic variation away from the dominant hue is almost completely neglected by human observers under non-laboratory viewing conditions. This is partly due to the low visibility of this variation, and partly to attentional change blindness. These findings reveal the potential role of dominant hue in the perception of object colours. Dominant hue may enable us to determine the most representative colours of objects because perceived object colours tend to be maximally bright and saturated. The present findings also imply that we can simplify the colour distributions of objects by projecting them onto their dominant hue. This may be useful for computational applications.
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More information
Accepted/In Press date: 6 June 2022
e-pub ahead of print date: 14 July 2022
Published date: November 2022
Additional Information:
Funding Information:
We thank Hamed Karimipour, Laura Liddell, Irem Ozdemir, Neslihan Ozhan, and Veronica Pisu for help with piloting, and the Centre of Perception and Cognition at the University of Southampton for financial support.
Publisher Copyright:
© 2022 The Authors
Keywords:
Colour perception, Image processing, Object Colour, Object Recognition
Identifiers
Local EPrints ID: 468471
URI: http://eprints.soton.ac.uk/id/eprint/468471
ISSN: 0042-6989
PURE UUID: 3c56f73f-468d-4b73-9c6f-27fe403e1d1b
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Date deposited: 16 Aug 2022 16:36
Last modified: 17 Mar 2024 04:00
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Author:
Haden Dewis
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