Evolutionary models of color categorization based on discrimination

نویسندگان

  • Natalia L. Komarova
  • Kimberly A. Jameson
  • Louis Narens
چکیده

Specifying the factors that contribute to the universality of color categorization across individuals and cultures is a longstanding and still controversial issue in psychology, linguistics, and anthropology. This article approaches this issue through the simulated evolution of color lexicons. It is shown that the combination of a minimal perceptual psychology of discrimination, simple pragmatic constraints involving communication, and simple learning rules is enough to evolve color-naming systems. Implications of this result for psychological theories of color categorization and the evolution of color-naming systems in human societies are discussed. r 2007 Elsevier Inc. All rights reserved.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Evolutionary model of the concepts of ‘color chip’ and ‘color category’ in Evolutionary models of color categorization based on discrimination

Komarova et al. (2007) showed that a color naming system could be evolved by combining perceptual discrimination, basic pragmatic constraints on communication, and simple learning rules. Their system relied on a fixed number of color chips and of color categories. Here, I construct an evolutionary game theory model where the equivalent concept of the former and the number of the latter are emer...

متن کامل

Rice Classification and Quality Detection Based on Sparse Coding Technique

Classification of various rice types and determination of its quality is a major issue in the scientific and commercial fields associated with modern agriculture. In recent years, various image processing techniques are used to identify different types of agricultural products. There are also various color and texture-based features in order to achieve the desired results in this area. In this ...

متن کامل

Modeling human color categorization: Color discrimination and color memory

Color matching in Content-Based Image Retrieval is done using a color space and measuring distances between colors. Such an approach yields nonintuitive results for the user. We introduce color categories (or focal colors), determine that they are valid, and use them in two experiments. The experiments conducted prove the difference between color categorization by the cognitive processes color ...

متن کامل

Evolutionary models of color categorization. II. Realistic observer models and population heterogeneity.

The evolution of color categorization is investigated using computer simulations of agent population categorization games. Various realistic observer types are implemented based on Farnsworth-Munsell 100 Hue Test human performance data from normal and anomalous trichromats, dichromats, and humans with four retinal photopigments. Results show that (i) a small percentage of realistically modeled ...

متن کامل

Evolutionary Models of Color Categorization: Investigations based on Realistic Population Heterogeneity

The evolution of population color categorization systems formed on the Farnsworth-Munsell 100 Hue Test continuum is investigated in populations of artificial agents using realistic constraints from human populations: namely, (i) varying amounts of normal observer heterogeneity, and (ii) varying degrees and forms of observer color deficiency. These constraints are made operational in agent categ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007