Color Pass-Through via Camera-Display Coupling
The paper treats the phone camera and screen as one learned system to reduce color mismatch.
The authors argue that separate camera and display calibration creates bottlenecks and accumulated error. Their Color Pass-Through framework works directly on captured images and optimizes the full capture-to-display path. In tests with digital and human observers, it reports a +2.0 average gain on a 5-point user study and more than 2x improvement on quantitative metrics. HF Daily Papers' note
The authors argue that separate camera and display calibration creates bottlenecks and accumulated error. Their Color Pass-Through framework works directly on captured images and optimizes the full capture-to-display path. In tests with digital and human observers, it reports a +2.0 average gain on a 5-point user study and more than 2x improvement on quantitative metrics. HF Daily Papers' note
score 4