Weizmann Dataset

2005年，以色列 Weizmann institute 发布了Weizmann 数据库。

数据库包含了 10个动作（bend, jack, jump, pjump, run,side, skip, walk, wave1,wave2），每个动作有 9 个不同的样本。视频的视角是固定的，背景相对简单，每一帧中只有 1 个人做动作。

数据库中标注数据除了类别标记外还包括：前景的行为人剪影和用于背景抽取的背景序列。

引用：

The PAMI paper:

@article{ActionsAsSpaceTimeShapes_pami07,
  author 	= {Lena Gorelick and Moshe Blank and Eli Shechtman and Michal Irani and Ronen Basri},
  title 	= {Actions as Space-Time Shapes},
  journal 	= {Transactions on Pattern Analysis and Machine Intelligence},
  volume 	= {29},
  number 	= {12},
  pages 	= {2247--2253},
  month 	= {December},
  year 		= {2007},
  ee 		= {www.wisdom.weizmann.ac.il/~vision/SpaceTimeActions.html}
}

The ICCV paper:

@inproceedings{ActionsAsSpaceTimeShapes_iccv05,
  author	= {Moshe Blank and Lena Gorelick and Eli Shechtman and Michal Irani and Ronen Basri},
  title 	= {Actions as Space-Time Shapes},
  booktitle	= {The Tenth IEEE International Conference on Computer Vision (ICCV'05)},
  pages 	= {1395-1402},
  location	= {Beiging},
  year   	= {2005},
  ee    	= {www.wisdom.weizmann.ac.il/~vision/SpaceTimeActions.html},
  }