{"title":"From the editor of special issue on environmental color design","authors":"Verena M. Schindler","doi":"10.1002/col.22889","DOIUrl":"https://doi.org/10.1002/col.22889","url":null,"abstract":"","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/col.22889","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50141656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Color coding of the graphical user interface (GUI) is effective in cognitive tasks, especially searching and identifying target stimuli from a crowded GUI. The perceived color depth on a flat GUI is a critical feature in mapping the stratification of information. In color science, the visual phenomena of advancing and receding colors provide the perceived depth needed for GUI design. The experiment used a series of color pairs as experimental samples to observe the phenomenon of depth perception caused by colors and obtain the judgment of the perception of color depth. This study developed a best-fit regression model to predict the perceived color depth. The study found that the higher the lightness, the higher the chroma, and the closer the hue is to 33° (reddish color), the colors tend to be the advancing colors; the lower the lightness, the lower the chroma, and the closer the hue is to 213° (blue-greenish color), the colors tend to be the receding colors.
{"title":"The effect of lightness, chroma, and hue on depth perception","authors":"Shi-Min Gong, Fan-Yu Liou, Wen-Yuan Lee","doi":"10.1002/col.22894","DOIUrl":"https://doi.org/10.1002/col.22894","url":null,"abstract":"<p>Color coding of the graphical user interface (GUI) is effective in cognitive tasks, especially searching and identifying target stimuli from a crowded GUI. The perceived color depth on a flat GUI is a critical feature in mapping the stratification of information. In color science, the visual phenomena of advancing and receding colors provide the perceived depth needed for GUI design. The experiment used a series of color pairs as experimental samples to observe the phenomenon of depth perception caused by colors and obtain the judgment of the perception of color depth. This study developed a best-fit regression model to predict the perceived color depth. The study found that the higher the lightness, the higher the chroma, and the closer the hue is to 33° (reddish color), the colors tend to be the advancing colors; the lower the lightness, the lower the chroma, and the closer the hue is to 213° (blue-greenish color), the colors tend to be the receding colors.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50140424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Color choice is an essential aspect of many applications, including graphic design, web design and fashion design. The selection of colors can have a significant impact on the overall aesthetic and appeal of a design, as well as its effectiveness in conveying a particular message or mood. This paper introduces new and simple tools for choosing colors. First, we introduce a convolutional neural network that scores the quality of a set of five colors, called a color theme. Such a network can be used to rate the quality of a new color theme. Second, we propose a method to extract a variable-size palette from an image. The size of the extracted palette can vary depending on the color richness of the image. Third, we demonstrate simple prototypes that apply the trained neural network and the palette extraction method to tasks in graphic design, such as improving existing themes. Our proposed network has the advantage of being significantly simpler than other state-of-the-art methods with better performance.
{"title":"Flexible neural color compatibility model for efficient color extraction from image","authors":"Simin Yan, Shuchang Xu, Sanyuan Zhang","doi":"10.1002/col.22888","DOIUrl":"https://doi.org/10.1002/col.22888","url":null,"abstract":"<p>Color choice is an essential aspect of many applications, including graphic design, web design and fashion design. The selection of colors can have a significant impact on the overall aesthetic and appeal of a design, as well as its effectiveness in conveying a particular message or mood. This paper introduces new and simple tools for choosing colors. First, we introduce a convolutional neural network that scores the quality of a set of five colors, called a color theme. Such a network can be used to rate the quality of a new color theme. Second, we propose a method to extract a variable-size palette from an image. The size of the extracted palette can vary depending on the color richness of the image. Third, we demonstrate simple prototypes that apply the trained neural network and the palette extraction method to tasks in graphic design, such as improving existing themes. Our proposed network has the advantage of being significantly simpler than other state-of-the-art methods with better performance.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50151577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The complexity of the environment and the richness of landscape color make it difficult to objectively measure color in gardens. However, with the use of machine vision and image processing algorithms, it is now possible to accurately quantify the colors of the built environment through photo recognition, classification, enhancement, and segmentation. This approach can produce correlation intensity charts and hierarchical networks that illustrate theme colors and their associations. To explore this methodology, we have selected Beijing Xiangshan Temple―a traditional Chinese garden and temple with rich landscape colors―as the research object. Using a combination of machine vision image processing technology and color clustering algorithms, we aim to establish a landscape color analysis model based on the Munsell color system and color harmony theory. Ultimately, this will provide a quantifiable and objective reference basis for the design and repair of temple garden colors, with a view to achieving the inheritance and development of classical gardens.
{"title":"From photographic images to hierarchical networks―Color associations of a traditional Chinese garden","authors":"Meichen Ding, Jinpeng Zhang, Guoqiang Shen, Qiyang Zheng, Hao Yuan","doi":"10.1002/col.22886","DOIUrl":"https://doi.org/10.1002/col.22886","url":null,"abstract":"<p>The complexity of the environment and the richness of landscape color make it difficult to objectively measure color in gardens. However, with the use of machine vision and image processing algorithms, it is now possible to accurately quantify the colors of the built environment through photo recognition, classification, enhancement, and segmentation. This approach can produce correlation intensity charts and hierarchical networks that illustrate theme colors and their associations. To explore this methodology, we have selected Beijing Xiangshan Temple―a traditional Chinese garden and temple with rich landscape colors―as the research object. Using a combination of machine vision image processing technology and color clustering algorithms, we aim to establish a landscape color analysis model based on the Munsell color system and color harmony theory. Ultimately, this will provide a quantifiable and objective reference basis for the design and repair of temple garden colors, with a view to achieving the inheritance and development of classical gardens.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50124420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Medical images are commonly used to diagnose and screen various diseases. However, medical images taken by operators with different skill levels have a considerable variation in visual quality. Poor illumination of images increases uncertainty in clinical treatment and lead to the risk of misdiagnosis. This paper proposes a novel bilateral tone-mapped gamma correction to enhance the visual quality of medical images without affecting the natural color quality. First, the proposed tone-mapped gamma correction is employed to enhance the intensity values of poorly illuminated medical images. Then, bilateral enhancement curve adjustment is performed to effectively improve the global luminance content of the input image with features and richer information. The image quality assessment measures like entropy, blind/reference less image spatial quality evaluator, natural image quality evaluator, perception-based image quality evaluator, contrast enhancement based image quality parameter, and color contrast fog density evaluates the superior performance of the proposed technique. The experimental results significantly enhance the intensity difference between dark and bright areas and can aid clinical experts and intelligent health fields.
{"title":"Bilateral tone mapping scheme for color correction and contrast adjustment in nearly invisible medical images","authors":"Bharath Subramani, Magudeeswaran Veluchamy","doi":"10.1002/col.22887","DOIUrl":"https://doi.org/10.1002/col.22887","url":null,"abstract":"<p>Medical images are commonly used to diagnose and screen various diseases. However, medical images taken by operators with different skill levels have a considerable variation in visual quality. Poor illumination of images increases uncertainty in clinical treatment and lead to the risk of misdiagnosis. This paper proposes a novel bilateral tone-mapped gamma correction to enhance the visual quality of medical images without affecting the natural color quality. First, the proposed tone-mapped gamma correction is employed to enhance the intensity values of poorly illuminated medical images. Then, bilateral enhancement curve adjustment is performed to effectively improve the global luminance content of the input image with features and richer information. The image quality assessment measures like entropy, blind/reference less image spatial quality evaluator, natural image quality evaluator, perception-based image quality evaluator, contrast enhancement based image quality parameter, and color contrast fog density evaluates the superior performance of the proposed technique. The experimental results significantly enhance the intensity difference between dark and bright areas and can aid clinical experts and intelligent health fields.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50126687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Color is a central component of human experience, yet when we narrow our focus to the practice of city planning and architecture, color only plays a marginal role in the initial phases of the design process. This paper reviews various approaches to using color on buildings: for example, the evolution of regional styles due to the availability of pigments and materials, the use of color as a form of decorative drapery, and the emphasis of a building's pure form without any additional color. Central to the paper is the analysis of the dichotomy between the reality of the process of actually experiencing a city and its buildings on the one hand and the design process on the other—a dichotomy between reception and production, thus, a contradiction between an “atmospheric world” of human perception and cognition and a professional world of imaginative design, in which the spatial atmosphere created by color, material, and light often emerges only as a by-product at the end of a conceptual and diagrammatic planning process. The paper proposes a different way of going about the architectural design process that encompasses holistic thinking in color, material, and light right from the start.
{"title":"Monochromatic design in a polychrome world. Why our cities have become increasingly gray: A dichotomy between production and reception in architectural color design","authors":"Ralf Weber","doi":"10.1002/col.22876","DOIUrl":"https://doi.org/10.1002/col.22876","url":null,"abstract":"<p>Color is a central component of human experience, yet when we narrow our focus to the practice of city planning and architecture, color only plays a marginal role in the initial phases of the design process. This paper reviews various approaches to using color on buildings: for example, the evolution of regional styles due to the availability of pigments and materials, the use of color as a form of decorative drapery, and the emphasis of a building's pure form without any additional color. Central to the paper is the analysis of the dichotomy between the reality of the process of actually experiencing a city and its buildings on the one hand and the design process on the other—a dichotomy between reception and production, thus, a contradiction between an “atmospheric world” of human perception and cognition and a professional world of imaginative design, in which the spatial atmosphere created by color, material, and light often emerges only as a by-product at the end of a conceptual and diagrammatic planning process. The paper proposes a different way of going about the architectural design process that encompasses holistic thinking in color, material, and light right from the start.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/col.22876","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50118801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study examines how the use of color in the Japanese urban landscape has changed over time and what the future holds. The colors of contemporary Japanese cities are not beautiful, but it is said that they were harmonious and beautiful in the Edo period (1603–1868). In the 1850s, as the country opened up to the outside world, Western-style architecture was introduced and emerged side by side with Japanese architecture. As economic growth took precedence in the 20th century, there was a lack of awareness of the city's public ownership and the appearance of buildings. The attempt to achieve industrial standards and rapid urbanization were also cited as reasons for the absence of harmony in the built environment. Additionally, many outdoor advertisements appeared. The lack of effective regulations on outdoor advertising is one factor that has heavily affected the contemporary Japanese cityscape. The “Landscape Act,” which went into effect in 2004, aims to regulate landscape color use in present-day Japan. This law allows local governments to enact regulations for urban landscape color use primarily by setting the upper limit for color saturation in terms of Munsell Chroma. It is questionable whether this will really lead to the creation of more unique cityscapes. Training in color in architecture, urban objects, and infrastructure should be compulsory as part of civic education, and more time should be devoted to the subject of color in architects' educational programs to create beautiful cities in the future. Students of architecture need time to think about the idea that the exterior of a building is part of the urban landscape, to consider the importance of color, and to study color harmony.
{"title":"Changes in the use of color in Japanese cities","authors":"Sari Yamamoto","doi":"10.1002/col.22880","DOIUrl":"https://doi.org/10.1002/col.22880","url":null,"abstract":"<p>This study examines how the use of color in the Japanese urban landscape has changed over time and what the future holds. The colors of contemporary Japanese cities are not beautiful, but it is said that they were harmonious and beautiful in the Edo period (1603–1868). In the 1850s, as the country opened up to the outside world, Western-style architecture was introduced and emerged side by side with Japanese architecture. As economic growth took precedence in the 20th century, there was a lack of awareness of the city's public ownership and the appearance of buildings. The attempt to achieve industrial standards and rapid urbanization were also cited as reasons for the absence of harmony in the built environment. Additionally, many outdoor advertisements appeared. The lack of effective regulations on outdoor advertising is one factor that has heavily affected the contemporary Japanese cityscape. The “Landscape Act,” which went into effect in 2004, aims to regulate landscape color use in present-day Japan. This law allows local governments to enact regulations for urban landscape color use primarily by setting the upper limit for color saturation in terms of Munsell Chroma. It is questionable whether this will really lead to the creation of more unique cityscapes. Training in color in architecture, urban objects, and infrastructure should be compulsory as part of civic education, and more time should be devoted to the subject of color in architects' educational programs to create beautiful cities in the future. Students of architecture need time to think about the idea that the exterior of a building is part of the urban landscape, to consider the importance of color, and to study color harmony.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50154233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Over the last four decades, development in the environmental color design field challenged the prevailing designer's attitude towards selecting architectural and urban color palettes. Examining praxiological issues in environmental color design is necessary to reveal influential conditions that can facilitate or obstruct a shift in the design paradigm. This research article presents a qualitative study of environmental color design praxis (ECDP) in urban contexts. The study sought to understand how designers constructed their perspectives on contemporary ECDP, how these perspectives influenced their design approaches and the conditions under which designers can change their attitude and practices in environmental color design. The conceptual model of ECDP emerged from the grounded theory analysis of the interviews with Brisbane designers and the interpretation of relevant texts written by prominent designers and scholars. This article describes the core components of the ECDP model and provides interpretations of how educational, pragmatic and socio-psychological factors influence dynamic changes in ECDP. The underlying research concludes that a holistic understanding of ECDP can inform the advanced and socially responsive environmental color design paradigm; the ECDP model provides a frame of reference for developing color design praxis theory.
{"title":"The emergence of the environmental color design praxis framework","authors":"Galyna McLellan, Jill Franz, Mirko Guaralda","doi":"10.1002/col.22881","DOIUrl":"https://doi.org/10.1002/col.22881","url":null,"abstract":"<p>Over the last four decades, development in the environmental color design field challenged the prevailing designer's attitude towards selecting architectural and urban color palettes. Examining praxiological issues in environmental color design is necessary to reveal influential conditions that can facilitate or obstruct a shift in the design paradigm. This research article presents a qualitative study of environmental color design praxis (ECDP) in urban contexts. The study sought to understand how designers constructed their perspectives on contemporary ECDP, how these perspectives influenced their design approaches and the conditions under which designers can change their attitude and practices in environmental color design. The conceptual model of ECDP emerged from the grounded theory analysis of the interviews with Brisbane designers and the interpretation of relevant texts written by prominent designers and scholars. This article describes the core components of the ECDP model and provides interpretations of how educational, pragmatic and socio-psychological factors influence dynamic changes in ECDP. The underlying research concludes that a holistic understanding of ECDP can inform the advanced and socially responsive environmental color design paradigm; the ECDP model provides a frame of reference for developing color design praxis theory.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/col.22881","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50154234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The color coordination project focuses on an important industrial heritage site in the Mediterranean—the shipyards of the town of La Ciotat, which is situated in southeastern France. As part of a waterfront requalification project, the company, La Ciotat Shipyards, commissioned a color consulting design agency to collaborate in redeveloping the site and maintaining its unique identity. This article aims to present the color research conducted by the agency Nacarat Color Design in 2018, by putting it into perspective alongside the 1974 work carried out by renowned color designer, Jean-Philippe Lenclos, on the same industrial site but in a different political, economic, and social context. Applying a geopoetic approach, the color coordination project focuses first on understanding the current identity of the site and its history; second on applying a chromatic field research method; and, third on exploring the narratives brought by the use of color and materials. The complex social history of the shipyards of La Ciotat and its industrial conversion has created new challenges for the town, its inhabitants, and its workers. The conclusions of this study show how color and materials are understood as markers of the site's history, playing not only an important role in the affirmation of historical identity and the creation of a continuity, but also in the construction of a new narrative for a site that reinvents itself.
该色彩协调项目的重点是地中海的一个重要工业遗产地——位于法国东南部的拉西奥塔镇的造船厂。作为滨水重新鉴定项目的一部分,该公司La Ciotat造船厂委托了一家色彩咨询设计机构合作重新开发该场地,并保持其独特的身份。本文旨在介绍Nacarat color Design机构于2018年进行的色彩研究,将其与著名色彩设计师Jean-Philippe Lenclos 1974年在同一工业场地但在不同的政治、经济和社会背景下进行的工作放在一起。色彩协调项目采用地质方法,首先侧重于了解遗址的当前特征及其历史;二是应用色场研究方法;第三,探讨色彩和材料的运用所带来的叙事。La Ciotat造船厂及其工业转型的复杂社会历史给该镇、居民和工人带来了新的挑战。这项研究的结论表明,颜色和材料是如何被理解为遗址历史的标志,不仅在确认历史身份和创造连续性方面发挥着重要作用,而且在为一个重塑自我的遗址构建新的叙事方面也发挥着重要作用。
{"title":"Color coordination project for the historic shipyard site of La Ciotat: A geopoetic approach to urban color design","authors":"Xavière Ollier","doi":"10.1002/col.22884","DOIUrl":"https://doi.org/10.1002/col.22884","url":null,"abstract":"<p>The color coordination project focuses on an important industrial heritage site in the Mediterranean—the shipyards of the town of La Ciotat, which is situated in southeastern France. As part of a waterfront requalification project, the company, La Ciotat Shipyards, commissioned a color consulting design agency to collaborate in redeveloping the site and maintaining its unique identity. This article aims to present the color research conducted by the agency Nacarat Color Design in 2018, by putting it into perspective alongside the 1974 work carried out by renowned color designer, Jean-Philippe Lenclos, on the same industrial site but in a different political, economic, and social context. Applying a geopoetic approach, the color coordination project focuses first on understanding the current identity of the site and its history; second on applying a chromatic field research method; and, third on exploring the narratives brought by the use of color and materials. The complex social history of the shipyards of La Ciotat and its industrial conversion has created new challenges for the town, its inhabitants, and its workers. The conclusions of this study show how color and materials are understood as markers of the site's history, playing not only an important role in the affirmation of historical identity and the creation of a continuity, but also in the construction of a new narrative for a site that reinvents itself.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/col.22884","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50138882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Normal color perception is complicated. But at its initial stage it is relatively simple, since at photopic levels it depends on the activations of just three photoreceptor types: the long- (L-), middle- (M-) and short- (S-) wavelength-sensitive cones. Knowledge of how each type responds to different wavelengths—the three cone spectral sensitivities—can be used to model human color vision and in practical applications to specify color and predict color matches. The CIE has sanctioned the cone spectral sensitivity estimates of Stockman and Sharpe (Stockman and Sharpe, 2000, Vision Res) and their associated measures of luminous efficiency as “physiologically-relevant” standards for color vision (CIE, 2006; 2015). These LMS cone spectral sensitivities are specified at 5- and 1-nm steps for mean “standard” observers with normal cone photopigments and average ocular transparencies, both of which can vary in the population. Here, we provide formulae for the three cone spectral sensitivities as well as for macular and lens pigment density spectra, all as continuous functions of wavelength from 360 to 850 nm. These functions reproduce the tabulated discrete CIE LMS cone spectral sensitivities for 2-deg and 10-deg with little error in both linear and logarithmic units. Furthermore, these formulae allow the easy computation of non-standard cone spectral sensitivities (and other color matching functions) with individual differences in macular, lens and photopigment optical densities, and with spectrally shifted hybrid or polymorphic L- and M-cone photopigments appropriate for either normal or red-green color vision deficient observers.
{"title":"Formulae for generating standard and individual human cone spectral sensitivities","authors":"Andrew Stockman, Andrew T. Rider","doi":"10.1002/col.22879","DOIUrl":"https://doi.org/10.1002/col.22879","url":null,"abstract":"<p>Normal color perception is complicated. But at its initial stage it is relatively simple, since at photopic levels it depends on the activations of just three photoreceptor types: the long- (L-), middle- (M-) and short- (S-) wavelength-sensitive cones. Knowledge of how each type responds to different wavelengths—the three cone spectral sensitivities—can be used to model human color vision and in practical applications to specify color and predict color matches. The CIE has sanctioned the cone spectral sensitivity estimates of Stockman and Sharpe (Stockman and Sharpe, 2000, Vision Res) and their associated measures of luminous efficiency as “physiologically-relevant” standards for color vision (CIE, 2006; 2015). These LMS cone spectral sensitivities are specified at 5- and 1-nm steps for mean “standard” observers with normal cone photopigments and average ocular transparencies, both of which can vary in the population. Here, we provide formulae for the three cone spectral sensitivities as well as for macular and lens pigment density spectra, all as continuous functions of wavelength from 360 to 850 nm. These functions reproduce the tabulated discrete CIE LMS cone spectral sensitivities for 2-deg and 10-deg with little error in both linear and logarithmic units. Furthermore, these formulae allow the easy computation of non-standard cone spectral sensitivities (and other color matching functions) with individual differences in macular, lens and photopigment optical densities, and with spectrally shifted hybrid or polymorphic L- and M-cone photopigments appropriate for either normal or red-green color vision deficient observers.</p>","PeriodicalId":10459,"journal":{"name":"Color Research and Application","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/col.22879","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50138051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}