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Enhancing Action Recognition by Cross-Domain Dictionary Learning
Published on Apr 03, 20142105 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.
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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