【動画像処理】Action Recognition

Index

Action Recognition

動画像内での物体の動きを認識する.

• 動画像処理
  • yhayato1320.hatenablog.com

アルゴリズム

3D-CNN + Bi-LSTM / 2011

• Sequential Deep Learning for Human Action Recognition
  • [2011]
  • liris.cnrs.fr

Bridge-Prompt / 2022

• Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

  • [2022]
  • arxiv.org
    
    

• 【DL輪読会】Bridge-Prompt: Toward Ordinal Action Understanding in Instructional Videos

  • 【DL輪読会】Bridge-Prompt: Toward Ordinal Action Understanding in Instructional Videos from Deep Learning JP
    www.slideshare.net

AIM / 2023

• AIM: Adapting Image Models for Efficient Video Action Recognition
  • [2023]
  • arxiv.org

YOWO v2 / 2023

• YOWOv2: A Stronger yet Efficient Multi-level Detection Framework for Real-time Spatio-temporal Action Detection
  • [2023]
  • arxiv.org

参考

• paperswithcode.com
  • paper with code のタスクページ