Head Pose Tracking from RGBD Sensor Based on Direct Motion Estimation
作者： Adam Strupczewski , Błażej Czupryński , Władysław Skarbek , Marek Kowalski , Jacek Naruniec
DOI: 10.1007/978-3-319-19941-2_20
关键词:
摘要: We propose to use a state-of-the-art visual odometry technique for the purpose of head pose estimation. demonstrate that with small adaptation this algorithm allows achieve more accurate estimation from an RGBD sensor than all methods published date. also novel methodology automatically assess accuracy tracking without need manually label or otherwise annotate each image in test sequence.
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sci-hub.st 参考文章(22)
Songnan Li, King Ngi Ngan, Lu Sheng, A head pose tracking system using RGB-D camera international conference on computer vision systems. pp. 153- 162 ,(2013) , 10.1007/978-3-642-39402-7_16
Błażej Czupryński, Adam Strupczewski, High Accuracy Head Pose Tracking Survey active media technology. pp. 407- 420 ,(2014) , 10.1007/978-3-319-09912-5_34
A. Aydin Alatan, O. Serdar Gedik, Fusing 2D and 3D clues for 3D tracking using visual and range data international conference on information fusion. pp. 1966- 1973 ,(2013)
Gabriele Fanelli, Thibaut Weise, Juergen Gall, Luc Van Gool, Real Time Head Pose Estimation from Consumer Depth Cameras Lecture Notes in Computer Science. pp. 101- 110 ,(2011) , 10.1007/978-3-642-23123-0_11
Qin Cai, David Gallup, Cha Zhang, Zhengyou Zhang, 3D deformable face tracking with a commodity depth camera european conference on computer vision. pp. 229- 242 ,(2010) , 10.1007/978-3-642-15558-1_17
Shaoqing Ren, Xudong Cao, Yichen Wei, Jian Sun, Face Alignment at 3000 FPS via Regressing Local Binary Features computer vision and pattern recognition. pp. 1685- 1692 ,(2014) , 10.1109/CVPR.2014.218
Christos Sagonas, Georgios Tzimiropoulos, Stefanos Zafeiriou, Maja Pantic, A Semi-automatic Methodology for Facial Landmark Annotation computer vision and pattern recognition. pp. 896- 903 ,(2013) , 10.1109/CVPRW.2013.132
Wei-Kai Liao, Douglas Fidaleo, Gerard Medioni, Robust: real-time 3D face tracking from a monocular view Eurasip Journal on Image and Video Processing. ,vol. 2010, pp. 183605- ,(2010) , 10.1155/2010/183605
Christian Kerl, Jurgen Sturm, Daniel Cremers, Robust odometry estimation for RGB-D cameras international conference on robotics and automation. pp. 3748- 3754 ,(2013) , 10.1109/ICRA.2013.6631104
Nikolai Smolyanskiy, Christian Huitema, Lin Liang, Sean Eron Anderson, Real-time 3D face tracking based on active appearance model constrained by depth data Image and Vision Computing. ,vol. 32, pp. 860- 869 ,(2014) , 10.1016/J.IMAVIS.2014.08.005