The TUW dataset contains sequences of point clouds in 15 static and 3 partly dynamic environments. Each view of a scene presents multiple objects; some object instances occur multiple times and are highly occluded in certain views. The model database consists of 17 models with a maximum extent of 30 cm, which are partly symmetric and/or lack distinctive surface texture. The dataset consists of the reconstructed 3D object models, the individual key frames of the models, test scenes and the 6DOF pose of each object present in the respective view. Each point cloud is represented by RGB color, depth and normal information.