In defense of Nearest-Neighbor based image classification, 2008 IEEE Conference on Computer Vision and Pattern Recognition, pp.1-8, 2008. ,
DOI : 10.1109/CVPR.2008.4587598
Action Recognition from Depth Sequences Using Depth Motion Maps-Based Local Binary Patterns, 2015 IEEE Winter Conference on Applications of Computer Vision, pp.1092-1099, 2015. ,
DOI : 10.1109/WACV.2015.150
Real-time human action recognition based on depth motion maps, Journal of Real-Time Image Processing, vol.32, issue.1, pp.1-9, 2013. ,
DOI : 10.1007/s11554-013-0370-1
Maximum Likelihood from Incomplete Data via the EM Algorithm, Journal of The Royal Statistical Society, vol.39, issue.1, pp.1-38, 1977. ,
Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition, CVPR, pp.1110-1118, 2015. ,
LIBLINEAR: A Library for Large Linear Classification, Journal of Machine Learning Research, vol.9, pp.1871-1874, 2008. ,
Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition, IJCAI, pp.1351-1357, 2013. ,
A Real-Time System for Dynamic Hand Gesture Recognition with A Depth Sensor, EUSIPCO, pp.1975-1979, 2012. ,
Efficient Sparse Coding Algorithms, NIPS, pp.801-808, 2007. ,
Expandable Data-Driven Graphical Modeling of Human Actions Based on Salient Postures, IEEE Transactions on Circuits and Systems for Video Technology, pp.1499-1510, 2008. ,
Action recognition based on a bag of 3D points, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Workshops, pp.9-14, 2010. ,
DOI : 10.1109/CVPRW.2010.5543273
A performance evaluation of local descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.10, pp.1615-1630, 2005. ,
DOI : 10.1109/TPAMI.2005.188
URL : https://hal.archives-ouvertes.fr/inria-00548227
Information Retrieval for Music and Motion, 2007. ,
DOI : 10.1007/978-3-540-74048-3
A Mathematical Introduction to Robotic Manipulation, 1994. ,
HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences, 2013 IEEE Conference on Computer Vision and Pattern Recognition, pp.716-723, 2013. ,
DOI : 10.1109/CVPR.2013.98
Fisher Kernels on Visual Vocabularies for Image Categorization, 2007 IEEE Conference on Computer Vision and Pattern Recognition, pp.1-8, 2007. ,
DOI : 10.1109/CVPR.2007.383266
Improving the Fisher Kernel for Largescale Image Classification, ECCV, pp.143-156, 2010. ,
DOI : 10.1007/978-3-642-15561-1_11
URL : https://hal.archives-ouvertes.fr/inria-00548630
A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition, Proceedings of the IEEE, pp.257-286, 1989. ,
Image Classification with the Fisher Vector: Theory and Practice, International Journal of Computer Vision, vol.73, issue.2, pp.222-245, 2013. ,
DOI : 10.1007/s11263-013-0636-x
URL : https://hal.archives-ouvertes.fr/hal-00779493
Deep learning in neural networks: An overview, Neural Networks, vol.61, pp.85-117, 2015. ,
DOI : 10.1016/j.neunet.2014.09.003
Histogram of Oriented Normal Vectors for Object Recognition with a Depth Sensor, ACCV, pp.525-538, 2013. ,
DOI : 10.1007/978-3-642-37444-9_41
Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group, 2014 IEEE Conference on Computer Vision and Pattern Recognition, pp.588-595, 2014. ,
DOI : 10.1109/CVPR.2014.82
An Approach to Pose-Based Action Recognition, 2013 IEEE Conference on Computer Vision and Pattern Recognition, pp.915-922, 2013. ,
DOI : 10.1109/CVPR.2013.123
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.431.5011
Robust 3D Action Recognition with Random Occupancy Patterns, ECCV, pp.872-885, 2012. ,
DOI : 10.1007/978-3-642-33709-3_62
Mining actionlet ensemble for action recognition with depth cameras, 2012 IEEE Conference on Computer Vision and Pattern Recognition, pp.1290-1297, 2012. ,
DOI : 10.1109/CVPR.2012.6247813
Texture classification using texture spectrum, Pattern Recognition, vol.23, issue.8, pp.905-910, 1990. ,
DOI : 10.1016/0031-3203(90)90135-8
Spatio-temporal Depth Cuboid Similarity Feature for Activity Recognition Using Depth Camera, 2013 IEEE Conference on Computer Vision and Pattern Recognition, pp.2834-2841, 2013. ,
DOI : 10.1109/CVPR.2013.365
View invariant human action recognition using histograms of 3D joints, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp.20-27, 2012. ,
DOI : 10.1109/CVPRW.2012.6239233
Super Normal Vector for Activity Recognition Using Depth Sequences, 2014 IEEE Conference on Computer Vision and Pattern Recognition, pp.804-811, 2014. ,
DOI : 10.1109/CVPR.2014.108
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.665.8605
EigenJoints-based Action Recognition Using Naive-Bayes- Nearest-Neighbor, CVPRW, pp.14-19, 2012. ,
DOI : 10.1109/cvprw.2012.6239232
Recognizing Actions Using Depth Motion Mapsbased Histograms of Oriented Gradients, Proceedings of the 20th ACM International Conference on Multimedia, pp.1057-1060, 2012. ,
DOI : 10.1145/2393347.2396382
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection, 2013 IEEE International Conference on Computer Vision, pp.2752-2759, 2013. ,
DOI : 10.1109/ICCV.2013.342
Fusing Spatiotemporal Features and Joints for 3D Action Recognition, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp.486-491, 2013. ,
DOI : 10.1109/CVPRW.2013.78