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see:
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Here is a paper (I haven't read it) that classifies road scenes. Maybe this method could be applied to your situation with some effort. link text

see:
link textColor Constancy

Here is a paper (I haven't read it) that classifies road scenes. Maybe this method could be applied to your situation with some effort. link textTechnical paper (PDF)