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Pedestrian examples from Viewpoint Invariant Pedestrian Recognition (VIPeR) dataset. Adapted from [22]. Each column shows the same person but colors look different in other lighting conditions as in the second and last columns. The appearance-based re-identification only works with assumptions where a person shown in a camera appears in another camera in a short period of time with similar lighting conditions.
