This dataset provides a representative subset of the data used in the associated paper. It captures a fixed road scene under varying weather and illumination conditions. The dataset includes: Training set: 3x200 images acquired under non-fog conditions, used to model clear-scene appearance Test set: images with real fog conditions used for evaluation All images are captured from a fixed viewpoint to ensure consistent scene geometry. This subset is intended for demonstration.