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Maier M, Blume F, Bideau P, Hellwich O, Abdel Rahman R. Knowledge-augmented face perception: Prospects for the Bayesian brain-framework to align AI and human vision. Conscious Cogn 2022; 101:103301. [DOI: 10.1016/j.concog.2022.103301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 11/27/2021] [Accepted: 01/04/2022] [Indexed: 11/03/2022]
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Siuda-Krzywicka K, Boros M, Bartolomeo P, Witzel C. The biological bases of colour categorisation: From goldfish to the human brain. Cortex 2019; 118:82-106. [DOI: 10.1016/j.cortex.2019.04.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 12/03/2018] [Accepted: 04/12/2019] [Indexed: 01/29/2023]
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No matter how: Top-down effects of verbal and semantic category knowledge on early visual perception. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 19:859-876. [DOI: 10.3758/s13415-018-00679-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Abstract
Color has been scientifically investigated by linking color appearance to colorimetric measurements of the light that enters the eye. However, the main purpose of color perception is not to determine the properties of incident light, but to aid the visual perception of objects and materials in our environment. We review the state of the art on object colors, color constancy, and color categories to gain insight into the functional aspects of color perception. The common ground between these areas of research is that color appearance is tightly linked to the identification of objects and materials and the communication across observers. In conclusion, we argue that research should focus on how color processing is adapted to the surface properties of objects in the natural environment in order to bridge the gap between the known early stages of color perception and the subjective appearance of color.
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Affiliation(s)
- Christoph Witzel
- Department of Psychology, University of Giessen, 35394 Giessen, Germany;,
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