Learning Human Motion Models for Long-Term Predictions
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Otmar Hilliges | Partha Ghosh | Jie Song | Emre Aksan | Otmar Hilliges | Jie Song | Emre Aksan | Partha Ghosh
[1] Vaibhava Goel,et al. Annealed dropout training of deep networks , 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).
[2] Vincent Lepetit,et al. Structured Prediction of 3D Human Pose with Deep Neural Networks , 2016, BMVC.
[3] Jonathon Shlens,et al. Conditional Image Synthesis with Auxiliary Classifier GANs , 2016, ICML.
[4] Hema Swetha Koppula,et al. Anticipating Human Activities Using Object Affordances for Reactive Robotic Response , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[5] Guo-Jun Qi,et al. Differential Recurrent Neural Networks for Action Recognition , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[6] Gang Wang,et al. NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[7] Yoshua Bengio,et al. Extracting and composing robust features with denoising autoencoders , 2008, ICML '08.
[8] Yong Du,et al. Hierarchical recurrent neural network for skeleton based action recognition , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[9] S. Srihari. Mixture Density Networks , 1994 .
[10] Jitendra Malik,et al. Recurrent Network Models for Kinematic Tracking , 2015, ArXiv.
[11] Katerina Fragkiadaki,et al. Pose from Flow and Flow from Pose , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[12] Danica Kragic,et al. Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration , 2017, ArXiv.
[13] Larry S. Davis,et al. Observing Human-Object Interactions: Using Spatial and Functional Compatibility for Recognition , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[14] Taku Komura,et al. A Deep Learning Framework for Character Motion Synthesis and Editing , 2016, ACM Trans. Graph..
[15] Samy Bengio,et al. Show and tell: A neural image caption generator , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[16] Tara N. Sainath,et al. FUNDAMENTAL TECHNOLOGIES IN MODERN SPEECH RECOGNITION Digital Object Identifier 10.1109/MSP.2012.2205597 , 2012 .
[17] Michael J. Black,et al. On Human Motion Prediction Using Recurrent Neural Networks , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[18] Gang Wang,et al. Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition , 2016, ECCV.
[19] Danica Kragic,et al. Deep Representation Learning for Human Motion Prediction and Classification , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[20] Ling Shao,et al. Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[21] Geoffrey E. Hinton,et al. Modeling Human Motion Using Binary Latent Variables , 2006, NIPS.
[22] Salim Roukos,et al. Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.
[23] Pascal Vincent,et al. Generalized Denoising Auto-Encoders as Generative Models , 2013, NIPS.
[24] Tido Röder,et al. Documentation Mocap Database HDM05 , 2007 .
[25] David J. Fleet,et al. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Gaussian Process Dynamical Model , 2007 .
[26] Ruzena Bajcsy,et al. Berkeley MHAD: A comprehensive Multimodal Human Action Database , 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV).
[27] Fei Han,et al. Space-Time Representation of People Based on 3D Skeletal Data: A Review , 2016, Comput. Vis. Image Underst..
[28] D. Jude Hemanth,et al. Hand posture and gesture recognition techniques for virtual reality applications: a survey , 2016, Virtual Reality.
[29] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[30] Andrew Zisserman,et al. Progressive search space reduction for human pose estimation , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[31] Jake K. Aggarwal,et al. Human Motion Analysis: A Review , 1999, Comput. Vis. Image Underst..
[32] Silvio Savarese,et al. Structural-RNN: Deep Learning on Spatio-Temporal Graphs , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[33] David A. Forsyth,et al. Strike a pose: tracking people by finding stylized poses , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[34] Tamim Asfour,et al. Unifying Representations and Large-Scale Whole-Body Motion Databases for Studying Human Motion , 2016, IEEE Transactions on Robotics.
[35] Cristian Sminchisescu,et al. Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[36] Cristian Sminchisescu,et al. Latent structured models for human pose estimation , 2011, 2011 International Conference on Computer Vision.
[37] Alex Graves,et al. Generating Sequences With Recurrent Neural Networks , 2013, ArXiv.