How Time-Aware AWB Reframes Camera Intelligence
📰 Hackernoon
AWB is a basic feature on almost every smartphone camera, but also one of the easiest to fail. Why are indoor photos yellowish? Why are sunsets "corrected into daylight"? 👉 The problem isn't that the model isn't strong enough; it's that it doesn't know what time it is. The ICCV 2025 paper proposes a key idea: 👉 If AWB knows it's sunset, it won't try to make the world white.
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AWB is a basic feature on almost every smartphone camera, but also one of the easiest to fail. Why are indoor photos yellowish? Why are sunsets "corrected into daylight"? 👉 The problem isn't that the model isn't strong enough; it's that it doesn't know what time it is. The ICCV 2025 paper proposes a key idea: 👉 If AWB knows it's sunset, it won't try to make the world white.
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