0.25
0.5
0.75
1.25
1.5
1.75
2
Enhancing Action Recognition by Cross-Domain Dictionary Learning
Published on Apr 03, 20142104 Views
We present a novel cross-dataset action recognition framework that utilizes relevant actions from other visual domains as auxiliary knowledge for enhancing the learning system in the target domain.
Related categories
Chapter list
Enhancing Action Recognition by Cross-Domain Dictionary Learning00:00
Regular action recognition00:14
Problem with insufficient training data01:35
Typical examples - 102:29
Typical examples - 203:07
Two facts of the human vision system03:19
A new action recognition framework05:04
Typical setting in transfer learning05:29
Figure 107:11
Figure 208:28
Dictionary learning09:12
The goal - 110:11
The goal - 211:41
The goal - 312:34
The goal - 412:59
The goal - 513:34
Experiments14:02
Table 114:51
References16:05
Conclusion16:31
Thank you!17:40