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White balance is an essential step in the camera imaging process; it ensures that the colors of the captured images are correct; see Figure 1 for an example. White balance involves estimating the scene illumination, which is then used to correct the image colors. Recent state-of-the-art methods rely on a single input image to estimate the scene illumination and typically involve training models with large numbers of parameters on large datasets.
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