Details

• There are 9 different people performing 10 natural scenes such as:
  
  - Walk Download video
  - Run Download video
  - Jump Download video
  - Gallop Sideways Download video
  - Bend Download video
  - One-Hand Wave Download video
  - Two-Hand Wave Download video
  - Jump in place Download video
  - Jumping Jack Download video
  - Skip Download video
  
  
• View sample sequence for
  
  - Walking
  - Jumping Jack
  - Running
  

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Related papers

• Actions as Space-Time Shapes, Lena Gorelick, Moshe Blank, Eli Shechtman, Student Member, IEEE, Michal Irani, Member, IEEE, and Ronen Basri, Member, IEEE. December, 2007. Download PDF
• Actions as Space-Time Shapes, Moshe Blank, Lena Gorelick, Eli Shechtman, Michal Irani, Ronen Basri. Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Israel Download PDF

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Evaluation Protocol

• Summary of action recognition rates in "leave-one-sequence-out" classification experiments for both complete sequences and sub-sequences.
  
  
Complete Sequences

Method:	[Blank et.al. ICCV 2005]	[Gorelick et.al. tPAMI 2007]
% Correct:	100%	100%
Actions used:	9 (not including skip)	10



Sub-Sequences

Method:	[Blank et.al. ICCV 2005]	[Gorelick et.al. tPAMI 2007]
% Correct:	99.64%	97.83%
Actions used:	9 (not including skip)	10
Frames in sliding window:	10 frames in jumps of 5 frames, total 549 ST-cubes	8 frames in jumps of 4 frames, total 923 ST-cubes

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Features and top scores

• The extracted masks of classification database obtained by background subtraction. Download the Matlab File
• The background sequences used for background subtraction including documentation. Download
• Download the videos that were used in the robustness experiment.
  Robust Sequences (deformations, ~49MB)
  Robust Sequences (view-point, ~121MB)
  
• The extracted masks of robustness database obtained by background subtraction. Download the Matlab File

Method:	[Paper Name]	[Paper Name]
Score: