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Author (up) Scovanner, Paul; Ali, Saad; Shah, Mubarak url  doi
isbn  openurl
  Title A 3-Dimensional SIFT Descriptor and its Application to Action Recognition Type Conference Article
  Year 2007 Publication Proceedings of the 15th international conference on Multimedia Abbreviated Journal  
  Volume Issue Pages 357-360  
  Keywords scene analysis  
  Abstract In this paper we introduce a 3-dimensional (3D) SIFT descriptor for video or 3D imagery such as MRI data. We also show how this new descriptor is able to better represent the 3D nature of video data in the application of action recognition. This paper will show how 3D SIFT is able to outperform previously used description methods in an elegant and efficient manner. We use a bag of words approach to represent videos, and present a method to discover relationships between spatio-temporal words in order to better describe the video data.  
  Address  
  Corporate Author Thesis  
  Publisher ACM Place of Publication New York, NY, USA Editor  
  Language Summary Language Original Title  
  Series Editor Series Title MULTIMEDIA '07 Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN ISBN 978-1-59593-702-5 Medium  
  Area Expedition Conference MULTIMEDIA '07  
  Notes Approved yes  
  Call Number UCF @ kdamkjer @ Scovanner_2007 Serial 57  
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