A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices

Color visualization on websites and in apps usually tacitly assumes device-independent sRGB color space, bypassing the essential step of characterization—a process that requires expensive equipment and significant time. This work proposes a pseudo-device-independent approach applicable to Apple disp...

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Main Authors: Aurora Larrosa, Eric Kirchner, Esther Perales, Carmen Vázquez, Lan Njo, Julián Espinosa
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/12/6915
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author Aurora Larrosa
Eric Kirchner
Esther Perales
Carmen Vázquez
Lan Njo
Julián Espinosa
author_facet Aurora Larrosa
Eric Kirchner
Esther Perales
Carmen Vázquez
Lan Njo
Julián Espinosa
author_sort Aurora Larrosa
collection DOAJ
description Color visualization on websites and in apps usually tacitly assumes device-independent sRGB color space, bypassing the essential step of characterization—a process that requires expensive equipment and significant time. This work proposes a pseudo-device-independent approach applicable to Apple displays, one of the most renowned brands in this area, eliminating the need for characterization by leveraging the Mobile Display Characterization and Illumination Model (MDCIM). For this purpose, 11 Apple mobile displays were characterized, analyzing variations in parameters from spectroradiometer measurements and improving their sRGB tone rendering curves. Tested on an iPhone XS Max, the Color for the Average Apple Display model (CAAD) improved reasonable to good color matches from 4.0% to 84.3%, while incorrect matches dropped from 85.3% to 4.9% when compared to sRGB. These results are nearly as strong as those of the device-specific MDCIM, suggesting that an average model is a practical alternative to individual display characterization.
format Article
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institution Matheson Library
issn 2076-3417
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spelling doaj-art-4de06ad6b22d421ea9c2efbe656b1bbd2025-06-25T13:26:55ZengMDPI AGApplied Sciences2076-34172025-06-011512691510.3390/app15126915A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple DevicesAurora Larrosa0Eric Kirchner1Esther Perales2Carmen Vázquez3Lan Njo4Julián Espinosa5Department of Optics, Universidad de Alicante, 03690 Alicante, SpainAkzoNobel Research and Development, 1077 WW Sassenheim, The NetherlandsDepartment of Optics, Universidad de Alicante, 03690 Alicante, SpainDepartment of Optics, Universidad de Alicante, 03690 Alicante, SpainAkzoNobel Research and Development, 1077 WW Sassenheim, The NetherlandsDepartment of Optics, Universidad de Alicante, 03690 Alicante, SpainColor visualization on websites and in apps usually tacitly assumes device-independent sRGB color space, bypassing the essential step of characterization—a process that requires expensive equipment and significant time. This work proposes a pseudo-device-independent approach applicable to Apple displays, one of the most renowned brands in this area, eliminating the need for characterization by leveraging the Mobile Display Characterization and Illumination Model (MDCIM). For this purpose, 11 Apple mobile displays were characterized, analyzing variations in parameters from spectroradiometer measurements and improving their sRGB tone rendering curves. Tested on an iPhone XS Max, the Color for the Average Apple Display model (CAAD) improved reasonable to good color matches from 4.0% to 84.3%, while incorrect matches dropped from 85.3% to 4.9% when compared to sRGB. These results are nearly as strong as those of the device-specific MDCIM, suggesting that an average model is a practical alternative to individual display characterization.https://www.mdpi.com/2076-3417/15/12/6915colorimetrycolor sciencevisual appearancepsychophysicssRGBMDCIM
spellingShingle Aurora Larrosa
Eric Kirchner
Esther Perales
Carmen Vázquez
Lan Njo
Julián Espinosa
A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
Applied Sciences
colorimetry
color science
visual appearance
psychophysics
sRGB
MDCIM
title A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
title_full A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
title_fullStr A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
title_full_unstemmed A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
title_short A Generic Model to Improve Color Reproduction Accuracy of Mobile Displays: A Case Study on Apple Devices
title_sort generic model to improve color reproduction accuracy of mobile displays a case study on apple devices
topic colorimetry
color science
visual appearance
psychophysics
sRGB
MDCIM
url https://www.mdpi.com/2076-3417/15/12/6915
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