Conference item
Dynamic image networks for action recognition
- Abstract:
-
We introduce the concept of dynamic image, a novel compact representation of videos useful for video analysis especially when convolutional neural networks (CNNs) are used. The dynamic image is based on the rank pooling concept and is obtained through the parameters of a ranking machine that encodes the temporal evolution of the frames of the video. Dynamic images are obtained by directly applying rank pooling on the raw image pixels of a video producing a single RGB image per video. This ide...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Authors
Bibliographic Details
- Publisher:
- Institute of Electrical and Electronics Engineers Publisher's website
- Host title:
- IEEE Conference on Computer Vision and Pattern Recognition, 2016
- Journal:
- IEEE Conference on Computer Vision and Pattern Recognition, 2016 Journal website
- Publication date:
- 2016-12-12
- Acceptance date:
- 2016-03-02
- Event location:
- Washington, USA
- Event start date:
- 2016-06-26
Item Description
- Keywords:
- Pubs id:
-
pubs:624521
- UUID:
-
uuid:0586572f-3a29-4603-ad6f-998a8bb4a7c7
- Local pid:
- pubs:624521
- Source identifiers:
-
624521
- Deposit date:
- 2016-05-27
Terms of use
- Copyright holder:
- IEEE
- Copyright date:
- 2016
- Notes:
- Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
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