Video Action Recognition Based on Hybrid Convolutional Network

[1]  Haifeng Hu,et al.  Spatiotemporal Fusion Networks for Video Action Recognition , 2019, Neural Processing Letters.

[2]  Basilio Sierra,et al.  Video Activity Recognition: State-of-the-Art , 2019, Sensors.

[3]  Wei Song,et al.  Research on Action Recognition and Content Analysis in videos based on DNN and MLN , 2019, Computers, Materials & Continua.

[4]  Kehua Yang,et al.  Keyphrase Generation Based on Self-Attention Mechanism , 2019, Computers, Materials & Continua.

[5]  Tahir Afzal Malik,et al.  Human Behavior Classification Using Geometrical Features of Skeleton and Support Vector Machines , 2019 .

[6]  Zhiliang Wang,et al.  Three-dimensional Numerical Analysis of Blast-induced Damage Characteristics of the Intact and Jointed Rockmass , 2019, Computers, Materials & Continua.

[7]  Xiaoyan Sun,et al.  MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[8]  Yann LeCun,et al.  A Closer Look at Spatiotemporal Convolutions for Action Recognition , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[9]  Yutaka Satoh,et al.  Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[10]  Bolei Zhou,et al.  Temporal Relational Reasoning in Videos , 2017, ECCV.

[11]  Yi Zhu,et al.  Hidden Two-Stream Convolutional Networks for Action Recognition , 2017, ACCV.

[12]  Luc Van Gool,et al.  Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification , 2017, ArXiv.

[13]  Lukasz Kaiser,et al.  Attention is All you Need , 2017, NIPS.

[14]  Andrew Zisserman,et al.  Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[15]  Luc Van Gool,et al.  Temporal Segment Networks: Towards Good Practices for Deep Action Recognition , 2016, ECCV.

[16]  Tao Mei,et al.  Action Recognition by Learning Deep Multi-Granular Spatio-Temporal Video Representation , 2016, ICMR.

[17]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[18]  Lorenzo Torresani,et al.  Learning Spatiotemporal Features with 3D Convolutional Networks , 2014, 2015 IEEE International Conference on Computer Vision (ICCV).

[19]  Andrew Zisserman,et al.  Two-Stream Convolutional Networks for Action Recognition in Videos , 2014, NIPS.

[20]  Ming Yang,et al.  3D Convolutional Neural Networks for Human Action Recognition , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[21]  Mubarak Shah,et al.  UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild , 2012, ArXiv.

[22]  Ying Zhang,et al.  HMDB: the Human Metabolome Database , 2007, Nucleic Acids Res..

[23]  Jürgen Schmidhuber,et al.  Long Short-Term Memory , 1997, Neural Computation.