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Video Object Extraction and Representation

Video Object Extraction and Representation

          
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About the Book

"If you have built castles in the air, your work need not be lost; that is where they should be. Now put the foundations under them. " - Henry David Thoreau, Walden Although engineering is a study entrenched firmly in belief of pr- matism, I have always believed its impact need not be limited to pr- matism. Pragmatism is not the boundaries that define engineering, just the (sometimes unforgiving) rules by which we sight our goals. This book studies two major problems of content-based video proce- ing for a media-based technology: Video Object Plane (VOP) Extr- tion and Representation, in support of the MPEG-4 and MPEG-7 video standards, respectively. After reviewing relevant image and video p- cessing techniques, we introduce the concept of Voronoi Ordered Spaces for both VOP extraction and representation to integrate shape infor- tion into low-level optimization algorithms and to derive robust shape descriptors, respectively. We implement a video object segmentation system with a novel surface optimization scheme that integrates Voronoi Ordered Spaces with existing techniques to balance visual information against predictions of models of a priori information. With these VOPs, we have explicit forms of video objects that give users the ability to - dress and manipulate video content. We outline a general methodology of robust data representation and comparison through the concept of complex partitioning mapped onto Directed Acyclic Graphs (DAGs).


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Product Details
  • ISBN-13: 9781475783841
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: Softcover reprint of the original 1st ed. 2002
  • Language: English
  • Returnable: Y
  • Spine Width: 11 mm
  • Weight: 281 gr
  • ISBN-10: 1475783841
  • Publisher Date: 21 Mar 2013
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 177
  • Series Title: The Springer International Engineering and Computer Science
  • Sub Title: Theory and Applications
  • Width: 156 mm


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