VLM-CC reframes color constancy as iterative VLM-driven perceptual feedback to improve cross-camera generalization.
Color appearance of familiar objects: Effects of object shape, texture, and illumination changes.Journal of vision, 8(5):13–13, 2008
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White-Balance First, Adjust Later: Cross-Camera Color Constancy via Vision-Language Evaluation
VLM-CC reframes color constancy as iterative VLM-driven perceptual feedback to improve cross-camera generalization.