Few-Shot Camera-Adaptive Color Constancy

Few-Shot Camera-Adaptive Color Constancy is a technique designed to quickly adapt to different camera devices with a minimal number of samples, achieving accurate color correction. Its goal is to maintain the consistency and authenticity of image colors under varying lighting conditions, thereby enhancing the robustness and generalization ability of visual systems. This technology has significant application value in photography, video processing, machine vision, and other fields, effectively addressing cross-device color deviation issues and improving image quality and user experience.