Impact of early visual experience on later usage of color cues

Marin Vogelsang, Lukas Vogelsang*, Priti Gupta, Tapan K. Gandhi, Pragya Shah, Piyush Swami, Sharon Gilad-Gutnick, Shlomit Ben-Ami, Sidney Diamond, Suma Ganesh, Pawan Sinha

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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.

Original languageEnglish
JournalScience
Volume384
Issue number6698
Pages (from-to)907-912
ISSN0036-8075
DOIs
Publication statusPublished - 2024

Bibliographical note

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© 2024 the authors, some rights reserved.

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