• Computer Science
  • Published 2019

Spatiotemporal Representation Learning For Human Action Recognition And Localization

@inproceedings{Ali2019SpatiotemporalRL,
  title={Spatiotemporal Representation Learning For Human Action Recognition And Localization},
  author={Alaaeldin Ali},
  year={2019}
}
  • Alaaeldin Ali
SPATIOTEMPORAL REPRESENTATION LEARNING FOR HUMAN ACTION RECOGNITION AND LOCALIZATION Alaaeldin Ali Advisor: University of Guelph, 2019 Dr. Graham W. Taylor Co-Advisor: Dr. Rozita Dara Human action understanding from videos is one of the foremost challenges in computer vision. It is the cornerstone of many applications like human-computer interaction and automatic surveillance. The current state of the art methods for action recognition and localization mostly rely on Deep Learning. In spite of… CONTINUE READING

References

Publications referenced by this paper.
SHOWING 1-10 OF 104 REFERENCES

You Only Look Once: Unified, Real-Time Object Detection

  • 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2015
VIEW 24 EXCERPTS
HIGHLY INFLUENTIAL

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2017
VIEW 17 EXCERPTS
HIGHLY INFLUENTIAL

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2016
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

YOLO9000: Better, Faster, Stronger

  • 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2016
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

Unsupervised Visual Representation Learning by Context Prediction

  • 2015 IEEE International Conference on Computer Vision (ICCV)
  • 2015
VIEW 7 EXCERPTS
HIGHLY INFLUENTIAL

Large-Scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, +3 authors Li Fei-Fei
  • 2014 IEEE Conference on Computer Vision and Pattern Recognition
  • 2014
VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL