SENSOR DISTANCE LEARNING FOR CROSS-CAMERA COLOR CONSTANCY
Supplementary Material for ICIP25 Paper
1. Select any scene below
2. Wait until image is white balanced
3. Click download if you want to save the white balanced image
2. Wait until image is white balanced
3. Click download if you want to save the white balanced image
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Input Image
📸 Select an Image:
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Log-Chroma Histogram
Computing histogram...
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Color Contrastive Network
Analyzing histogram...
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von Kries Corrected
Applying correction...
🧠 Our Method
📊 Log-Chroma Analysis
Convert RGB to log-chroma space and compute 128×128 histogram with UV coordinate channels for robust illuminant estimation.
🔥 Color Contrastive Network
Multi-encoder convolutional cross-correlation network trained using our novel color metric and Siamese approach processes histograms to estimate illuminant.
🎯 Illuminant Estimation
Network outputs probability heat map P, from which the peak location gives the estimated illuminant color.
⚖️ von Kries Correction
Apply diagonal chromatic adaptation transform to normalize the image under the estimated illuminant.