Action Recognition, Temporal Localization and Detection in Videos

Action Recognition, Temporal Localization and Detection in Videos

UCF CRCV via YouTube Direct link

Detection examples

11 of 25

11 of 25

Detection examples

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Classroom Contents

Action Recognition, Temporal Localization and Detection in Videos

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  1. 1 Intro
  2. 2 Action Recognition
  3. 3 Temporal Action Localization
  4. 4 Outline
  5. 5 Knowledge Transfer to Novel Categories
  6. 6 Comparison with Semantic Attributes (THUMOS)
  7. 7 Experiment Results on UCF101
  8. 8 Pipeline Overview
  9. 9 Detecting Actions
  10. 10 Experimental Setup
  11. 11 Detection examples
  12. 12 Generalizing Faster R-CNN from 2D to 3D
  13. 13 Tube Proposal Network
  14. 14 Tube of Interest Max Pooling
  15. 15 Experiment results on UCF-Sports
  16. 16 Evaluation on YouTube Videos
  17. 17 Limitations
  18. 18 Video Action Segmentation -- Overview
  19. 19 Video Object Segmentation -- Overview
  20. 20 Video Object Segmentation -- Encoder
  21. 21 Video Object Segmentation - 3D Pyramid Pooling
  22. 22 Video Object Segmentation -- Decoder
  23. 23 Dilated Convolution
  24. 24 Summary
  25. 25 Future Work

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