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Cross-View Action Recognition via a Transferable Dictionary Pair

Published on Oct 09, 20124323 Views

Jingjing Zheng

Discriminative appearance features are effective for recognizing actions in a fixed view, but generalize poorly to changes in viewpoint. We present a method for viewinvariant action recognition base

BMVC 2012 - Surrey

Related categories

Computer Vision

Chapter list

Cross-View Action Recognition via a Transferable Dictionary Pair00:00
Cross-view Action Recognition00:18
Our Framework02:01
Our Framework-203:38
Our Framework-304:48
Our Framework-406:06
Review of Dictionary Learning06:24
Unsupervised Transferable Dictionary Pair Learning07:16
Supervised dictionary pair learning08:04
Extension: multi-view action recognition10:51
Experiment: IXMAS multi-view dataset11:43
Experiment Results (1)12:44
Experiment Results (2)14:35
Experiment Results (3)14:55
Experiment Results (4)15:43
Experiment Results (5)16:11
Conclusions17:10
Thank You!17:40