Spatiotemporal Residual Networks for Video Action Recognition
暂无分享,去创建一个
Richard P. Wildes | Axel Pinz | Christoph Feichtenhofer | A. Pinz | Christoph Feichtenhofer | R. Wildes
[1] M. Goodale,et al. Separate visual pathways for perception and action , 1992, Trends in Neurosciences.
[2] R. Born,et al. Segregation of global and local motion processing in primate middle temporal visual area , 1993, Nature.
[3] D. V. Essen,et al. Neural mechanisms of form and motion processing in the primate visual system , 1994, Neuron.
[4] Horst Bischof,et al. A Duality Based Approach for Realtime TV-L1 Optical Flow , 2007, DAGM-Symposium.
[5] Yann LeCun,et al. Convolutional Learning of Spatio-temporal Features , 2010, ECCV.
[6] Quoc V. Le,et al. Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis , 2011, CVPR 2011.
[7] Thomas Serre,et al. HMDB: A large video database for human motion recognition , 2011, 2011 International Conference on Computer Vision.
[8] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[9] Mubarak Shah,et al. UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild , 2012, ArXiv.
[10] Ming Yang,et al. 3D Convolutional Neural Networks for Human Action Recognition , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[11] Cordelia Schmid,et al. Action Recognition with Improved Trajectories , 2013, 2013 IEEE International Conference on Computer Vision.
[12] Andrew Zisserman,et al. Two-Stream Convolutional Networks for Action Recognition in Videos , 2014, NIPS.
[13] Fei-Fei Li,et al. Large-Scale Video Classification with Convolutional Neural Networks , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[14] Andrea Vedaldi,et al. MatConvNet: Convolutional Neural Networks for MATLAB , 2014, ACM Multimedia.
[15] Jonathan Tompson,et al. Unsupervised Feature Learning from Temporal Data , 2015, ICLR.
[16] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[17] Matthew J. Hausknecht,et al. Beyond short snippets: Deep networks for video classification , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[18] Ruslan Salakhutdinov,et al. Action Recognition using Visual Attention , 2015, NIPS 2015.
[19] Lorenzo Torresani,et al. Learning Spatiotemporal Features with 3D Convolutional Networks , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).
[20] Limin Wang,et al. Action recognition with trajectory-pooled deep-convolutional descriptors , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[21] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[22] Trevor Darrell,et al. Long-term recurrent convolutional networks for visual recognition and description , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[23] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[24] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[25] Andrea Vedaldi,et al. Dynamic Image Networks for Action Recognition , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[26] Roberto Cipolla,et al. Training CNNs with Low-Rank Filters for Efficient Image Classification , 2015, ICLR.
[27] Jian Sun,et al. Identity Mappings in Deep Residual Networks , 2016, ECCV.
[28] Behrooz Mahasseni,et al. Regularizing Long Short Term Memory with 3D Human-Skeleton Sequences for Action Recognition , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[29] Ali Farhadi,et al. Actions ~ Transformations , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[30] Andrew Zisserman,et al. Convolutional Two-Stream Network Fusion for Video Action Recognition , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[31] Christopher Joseph Pal,et al. Delving Deeper into Convolutional Networks for Learning Video Representations , 2015, ICLR.
[32] Sergey Ioffe,et al. Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning , 2016, AAAI.