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Vogelsang M, Vogelsang L, Gupta P, Gandhi TK, Shah P, Swami P, Gilad-Gutnick S, Ben-Ami S, Diamond S, Ganesh S, Sinha P. Impact of early visual experience on later usage of color cues. Science 2024; 384:907-912. [PMID: 38781366 DOI: 10.1126/science.adk9587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 03/29/2024] [Indexed: 05/25/2024]
Abstract
Human visual recognition is remarkably robust to chromatic changes. In this work, we provide a potential account of the roots of this resilience based on observations with 10 congenitally blind children who gained sight late in life. Several months or years following their sight-restoring surgeries, the removal of color cues markedly reduced their recognition performance, whereas age-matched normally sighted children showed no such decrement. This finding may be explained by the greater-than-neonatal maturity of the late-sighted children's color system at sight onset, inducing overly strong reliance on chromatic cues. Simulations with deep neural networks corroborate this hypothesis. These findings highlight the adaptive significance of typical developmental trajectories and provide guidelines for enhancing machine vision systems.
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Affiliation(s)
- Marin Vogelsang
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Institute of Cognitive Science, University of Osnabrueck, 49090 Osnabrueck, Germany
| | - Lukas Vogelsang
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Brain Mind Institute, École Polytechnique Fédérale de Lausanne, 1015 Lausanne, Switzerland
| | - Priti Gupta
- Amarnath and Shashi Khosla School of Information Technology, Indian Institute of Technology, New Delhi 110016, India
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi 110002, India
- Cognitive Science Programme, Dayalbagh Educational Institute, Agra 282005, India
| | - Tapan K Gandhi
- Department of Electrical Engineering, Indian Institute of Technology, New Delhi 110016, India
| | - Pragya Shah
- Project Prakash, Dr. Shroff's Charity Eye Hospital, New Delhi 110002, India
| | - Piyush Swami
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, 2800 Kongens Lyngby, Denmark
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital - Amager and Hvidovre, 2650 Hvidovre, Denmark
| | - Sharon Gilad-Gutnick
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Shlomit Ben-Ami
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Sidney Diamond
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Suma Ganesh
- Department of Pediatric Ophthalmology, Dr. Shroff's Charity Eye Hospital, New Delhi 110002, India
| | - Pawan Sinha
- Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Hasegawa Y, Tamura H, Nakauchi S, Minami T. Facial expressions affect the memory of facial colors. J Vis 2024; 24:14. [PMID: 38814935 PMCID: PMC11148839 DOI: 10.1167/jov.24.5.14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 05/05/2024] [Indexed: 06/01/2024] Open
Abstract
Facial color influences the perception of facial expressions, and emotional expressions bias how facial color is remembered. However, it remains unclear whether facial expressions affect daily facial color memory. The memory color effect demonstrates that knowledge about typical colors affects the perception of the actual color of given objects. To investigate the effect of facial color memory, we examined whether the memory color effect for faces varies depending on facial expression. We calculated the subjective achromatic point of the facial expression image stimulus and compared the degree to which it was shifted from the actual achromatic point between facial expression conditions. We hypothesized that if the memory of facial color is influenced by the facial expression color (e.g., anger is a warm color, fear is a cold color), then the subjective achromatic point would vary with facial expression. In Experiment 1, we recruited 13 participants who adjusted the color of facial expression stimuli (anger, neutral, and fear) and a banana stimulus to be achromatic. No significant differences in the subjective achromatic point between facial expressions were observed. Subsequently, we conducted Experiment 2 with 23 participants because Experiment 1 did not account for the sensitivity to color changes on the face; humans perceive greater color differences in faces than in non-faces. Participants selected which facial color they believed the expression stimulus appeared to be, choosing one of two options provided to them. The results indicated that the subjective achromatic points of anger and fear faces significantly shifted toward the opposite color direction compared with neutral faces in the brief presentation condition. This research suggests that the memory color of faces differs depending on facial expressions and supports the idea that the perception of emotional expressions can bias facial color memory.
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Affiliation(s)
- Yuya Hasegawa
- Department of Computer Science and Engineering, Toyohashi University of Technology, Toyohashi, Aichi, Japan
| | - Hideki Tamura
- Department of Computer Science and Engineering, Toyohashi University of Technology, Toyohashi, Aichi, Japan
| | - Shigeki Nakauchi
- Department of Computer Science and Engineering, Toyohashi University of Technology, Toyohashi, Aichi, Japan
| | - Tetsuto Minami
- Department of Computer Science and Engineering, Toyohashi University of Technology, Toyohashi, Aichi, Japan
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3
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Shimakura H, Sakata K. Color criteria of facial skin tone judgment. Vision Res 2022; 193:108011. [DOI: 10.1016/j.visres.2022.108011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 11/01/2021] [Accepted: 12/05/2021] [Indexed: 10/19/2022]
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Thorstenson CA, Pazda AD, Krumhuber EG. The influence of facial blushing and paling on emotion perception and memory. MOTIVATION AND EMOTION 2021. [DOI: 10.1007/s11031-021-09910-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Ghasemian S, Vardanjani MM, Sheibani V, Mansouri FA. Color-hierarchies in executive control of monkeys' behavior. Am J Primatol 2021; 83:e23231. [PMID: 33400335 DOI: 10.1002/ajp.23231] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 12/22/2020] [Accepted: 12/22/2020] [Indexed: 12/22/2022]
Abstract
Processing advantages for particular colors (color-hierarchies) influence emotional regulation and cognitive functions in humans and manifest as an advantage of the red color, compared with the green color, in triggering response inhibition but not in response execution. It remains unknown how such color-hierarchies emerge in human cognition and whether they are the unique properties of human brain with advanced trichromatic vision. Dominant models propose that color-hierarchies are formed as experience-dependent learning that associates various colors with different human-made conventions and concepts (e.g., traffic lights). We hypothesized that if color-hierarchies modulate cognitive functions in trichromatic nonhuman primates, it would indicate a preserved neurobiological basis for such color-hierarchies. We trained six macaque monkeys to perform cognitive tasks that required behavioral control based on colored cues. Color-hierarchies significantly influenced monkeys' behavior and appeared as an advantage of the red color, compared to the green, in triggering response inhibition but not response execution. For all monkeys, the order of color-hierarchies, in response inhibition and also execution, was similar to that in humans. In addition, the cognitive effects of color-hierarchies were not limited to the trial in which the colored cues were encountered but also persisted in the following trials in which there was no colored cue on the visual scene. These findings suggest that color-hierarchies are not resulting from association of colors with human-made conventions and that simple processing advantage in retina or early visual pathways does not explain the cognitive effects of color-hierarchies. The discovery of color-hierarchies in cognitive repertoire of monkeys indicates that although the evolution of humans and monkeys diverged in about 25 million years ago, the color-hierarchies are evolutionary preserved, with the same order, in trichromatic primates and exert overarching effects on the executive control of behavior.
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Affiliation(s)
- Sadegh Ghasemian
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.,Cognitive Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Marzieh M Vardanjani
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.,Cognitive Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Vahid Sheibani
- Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.,Cognitive Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran
| | - Farshad A Mansouri
- ARC Centre of Excellence for Integrative Brain Function, Monash University, Clayton, Victoria, Australia
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de Abreu MS, Giacomini ACVV, Genario R, Dos Santos BE, Marcon L, Demin KA, Kalueff AV. The impact of housing environment color on zebrafish anxiety-like behavioral and physiological (cortisol) responses. Gen Comp Endocrinol 2020; 294:113499. [PMID: 32360541 DOI: 10.1016/j.ygcen.2020.113499] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 04/07/2020] [Accepted: 04/27/2020] [Indexed: 02/08/2023]
Abstract
Color of the environment is an important factor modulating human and animal behavior and physiology. Animal models are a valuable tool to understand how colors affect social, cognitive and affective responses. The zebrafish (Danio rerio) is rapidly emerging as an important organism in neuroscience and physiology. Here, we examine whether the color of housing environment influences zebrafish anxiety-like behavior and whole-body cortisol levels. Overall, housing for 15 days in transparent and white holding tanks increases, and in black or blue tanks decreases, baseline anxiety-like behavior in adult zebrafish. Housing in blue tanks (vs. white) also reduced their whole-body cortisol levels. Taken together, our data suggest that color of the housing environment affects neurobehavioral and endocrine responses in zebrafish, with multiple implications for behavioral phenomics and animal welfare. Our study also reinforces zebrafish as a promising model organism to study neurobiology of compex brain-environment interactions.
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Affiliation(s)
- Murilo S de Abreu
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil; The International Zebrafish Neuroscience Research Consortium (ZNRC), Slidell, LA, USA.
| | - Ana C V V Giacomini
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil; Postgraduate Program in Environmental Sciences, University of Passo Fundo (UPF), Passo Fundo, Brazil
| | - Rafael Genario
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Bruna E Dos Santos
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Leticia Marcon
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Konstantin A Demin
- Almazov Medical Research Center, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia; Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
| | - Allan V Kalueff
- School of Pharmacy, Southwest University, Chongqing, China; Ural Federal University, Ekaterinburg, Russia.
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