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  A Higher-order Structure Tensor

Schultz, T., Weickert, J., & Seidel, H.-P.(2009). A Higher-order Structure Tensor (MPI-I-2007-4-005). Saarbrücken: Max-Planck-Institut für Informatik.

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MPI-I-2007-4-005.pdf (Any fulltext), 362KB
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MPI-I-2007-4-005.pdf
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 Creators:
Schultz, Thomas1, Author           
Weickert, Joachim2, Author
Seidel, Hans-Peter1, Author           
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1Computer Graphics, MPI for Informatics, Max Planck Society, ou_40047              
2External Organizations, ou_persistent22              

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 Abstract: Structure tensors are a common tool for orientation estimation in image processing and computer vision. We present a generalization of the traditional second-order model to a higher-order structure tensor (HOST), which is able to model more than one significant orientation, as found in corners, junctions, and multi-channel images. We provide a theoretical analysis and a number of mathematical tools that facilitate practical use of the HOST, visualize it using a novel glyph for higher-order tensors, and demonstrate how it can be applied in an improved integrated edge, corner, and junction

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Language(s): eng - English
 Dates: 2009-04-062009
 Publication Status: Published in print
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 Publishing info: Saarbrücken : Max-Planck-Institut für Informatik
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 Identifiers: BibTex Citekey: SchultzlWeickertSeidel2007
Report Nr.: MPI-I-2007-4-005
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Title: Research Report
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