HMDB: A Large Video Database for Human Motion Recognition
| Algorithm | Accuracy | Reference |
|---|---|---|
| Dense Trajectory | 46.6 | [5] |
| TrajMF | 40.7 | [4] |
| MIP | 29.2 | [3] |
| Gist 3D | 29.2 | [6] |
| Action Bank | 26.9 | [2] |
| C2 | 23.0 | [1] |
| HOG/HOF | 20.0 | [1] |
[1] H. Kuehne, H. Jhuang, E. Garrote, T. Poggio, and T. Serre. HMDB: A Large Video Database for Human Motion Recognition. ICCV, 2011. PDF Bibtex
[2] S. Sadanand and J. Corso. Action Bank: A High-Level Representation of Activity in Video. CVPR, 2012. Link
[3] O. Kliper-Gross, Y. Gurovich, T. Hassner, and L. Wolf. Motion Interchange Patterns for Action Recognition in Unconstrained Videos. ECCV, 2012. Link
[4] Y. Jiang, Q. Dai, X. Xue, W. Liu, and C. Ngo. Trajectory-Based Modeling of Human Actions with Motion Reference Points. ECCV, 2012. Link
[5] H. Wang, A. Klaeser, C. Schmid, and C-L Liu. Dense trajectories and motion boundary descriptors for action recognition. IJCV, 2013. Link source code at Link
[6] B. Solmaz, S. M. Assari and M. Shah. Classifying web videos using a global video descriptor. Machine Vision and Applications, 2012. Link