A Study on the Mechanism of the Color Constancy Using Image Transformation DNN Model

Key Points

• This study aims to explore how individual differences in blue bias affect color constancy perception.
• Used a style transformation DNN model to simulate color constancy.
• Manipulated the ratio of images related to blue bias during model training.
• Examined color perception differences in the #TheDress image.
• Model output transitioned from blue/black to white/gold as blue bias training images increased.
• Indicates that learning amount related to blue bias impacts individual color perception.