Skeleton estimation and tracking by means of depth data fusion from depth camera networks

Du, 2015, Hierarchical recurrent neural network for skeleton based action recognition, 1110 Shotton, 2013, Real-time human pose recognition in parts from single depth images, Commun. ACM, 56, 116, 10.1145/2398356.2398381 Aguado, 2017, Supervised+ unsupervised classification for human pose estimation with rgb-d images: a first step towards a rehabilitation system, 795 Ehlers, 2016, A human-robot interaction interface for mobile and stationary robots based on real-time 3d human body and hand-finger pose estimation, 1 F. Han, X. Yang, C. Reardon, Y. Zhang, H. Zhang, Simultaneous feature and body-part learning for real-time robot awareness of human behaviors, arXiv preprint arXiv:1702.07474, 2017. Cao, 2017, Realtime multi-person 2d pose estimation using part affinity fields Insafutdinov, 2017, Arttrack: Articulated multi-person tracking in the wild Zennaro, 2015, Performance evaluation of the 1st and 2nd generation kinect for multimedia applications, 1 Insafutdinov, 2016, Deepercut: A deeper, stronger, and faster multi-person pose estimation model, 34 Rusu, 2011, 3d is here: Point cloud library (pcl), 1 Buys, 2014, An adaptable system for RGB-D based human body detection and pose estimation, J. Visual Commun. Image Represent., 25, 39, 10.1016/j.jvcir.2013.03.011 Wu, 2017, Crowd behavior analysis via curl and divergence of motion trajectories, Int. J. Comput. Vis., 123, 499, 10.1007/s11263-017-1005-y Vezzani, 2013, People reidentification in surveillance and forensics: A survey, ACM Comput. Surv., 46, 29, 10.1145/2543581.2543596 Munaro, 2014, 3d reconstruction of freely moving persons for re-identification with a depth sensor, 4512 Kanaujia, 2011, 3d human pose and shape estimation from multi-view imagery, 49 Lora, 2015, A geometric approach to multiple viewpoint human body pose estimation, 1 Ghidoni, 2017, A multi-viewpoint feature-based re-identification system driven by skeleton keypoints, Robot. Auton. Syst., 90, 45, 10.1016/j.robot.2016.10.006 M. Carraro, M. Munaro, J. Burke, E. Menegatti, Real-time marker-less multi-person 3d pose estimation in rgb-depth camera networks, arXiv preprint arXiv:1710.06235, 2017. Gao, 2015, Leveraging two kinect sensors for accurate full-body motion capture, Sensors, 15, 24297, 10.3390/s150924297 Yeung, 2013, Improved skeleton tracking by duplex kinects: A practical approach for real-time applications, J. Comput. Inf. Sci. Eng., 13, 041007, 10.1115/1.4025404 Munaro, 2016, Openptrack: Open source multi-camera calibration and people tracking for rgb-d camera networks, Robot. Auton. Syst., 75, 525, 10.1016/j.robot.2015.10.004 Munaro, 2014, Openptrack: People tracking for heterogeneous networks of color-depth cameras, 235 Munaro, 2014, Fast rgb-d people tracking for service robots, Auton. Robots, 37, 227, 10.1007/s10514-014-9385-0 Besl, 1992, A method for registration of 3-d shapes, IEEE Trans. Pattern Anal. Mach. Intell., 14, 239, 10.1109/34.121791 Rao, 1964, The use and interpretation of principal component analysis in applied research, Sankhyā Ser. A, 329