HUMAN4D is a large multimodal 4D dataset for pose estimation, covering a variety of human activities collected by professional marker-based MoCap, volumetric capture system and audio recording system. By collecting full-body movements and expressions of 2 female actors and 2 male actors, HUMAN4D provides a diverse set of movements and poses as part of single/multi-person daily activities, physical activities and social activities (jumping, dancing, etc.), while also providing multi-RGBD (mRGBD), volumetric data and audio data.

Citation

@article{chatzitofis2020human4d, title={HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media}, author={Chatzitofis, Anargyros and Saroglou, Leonidas and Boutis, Prodromos and Drakoulis, Petros and Zioulis, Nikolaos and Subramanyam, Shishir and Kevelham, Bart and Charbonnier, Caecilia and Cesar, Pablo and Zarpalas, Dimitrios and others}, journal={IEEE Access}, volume={8}, pages={176241–176262}, year={2020}, publisher={IEEE} }