RGB-D Person Re-identification Dataset

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RGB-D Person Re-identification Dataset

The dataset contains four different groups of data (with depth and RGB images) collected using the Kinect. The first group of data has been obtained by recording 79 people with a frontal view, walking slowly, avoiding occlusions and with stretched arms ("Collaborative"). This happened in an indoor scenario, where the people were at least 2 meters away from the camera. The second ("Walking1") and third ("Walking2") groups of data are composed by frontal recordings of the same 79 people walking normally while entering the lab where they normally work. The fourth group ("Backwards") is a back view recording of the people walking away from the lab. Since all the acquisitions have been performed in different days, there is no guarantee that visual aspects like clothing or accessories will be kept constant. Moreover, we asked some people to dress the same t-shirt in "Walking2". This is useful to highlight the power of RGB-D re-identification compared with standard appearance-based methods.

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CategoriesDataset