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Enhancement of micro-channels within the human mastoid bone based on local structure tensor analysis

Cros, Olivier (author)
Linköpings universitet,Medicinsk informatik,Tekniska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Aalborg Unversity Hospital, Denmark
Eklund, Anders (author)
Linköpings universitet,Medicinsk informatik,Tekniska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Statistik och maskininlärning,Filosofiska fakulteten
Gaihede, Michael (author)
Department of Otolaryngology, Head & Neck Surgery, Aalborg University Hospital, Denmark
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Knutsson, Hans (author)
Linköpings universitet,Medicinsk informatik,Tekniska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV
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 (creator_code:org_t)
IEEE, 2016
2016
English.
In: Image Proceessing Theory, Tools and Apllications. - : IEEE. - 9781467389105 - 9781467389112
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • Numerous micro-channels have recently been discovered in the human temporal bone by x-ray micro-CT-scanning. After a preliminary study suggesting that these micro-channels form a separate blood supply for the mucosa of the mastoid air cells, a structural analysis of the micro-channels using a local structure tensor was carried out. Despite the high-resolution of the micro-CT scan, presence of noise within the air cells along with missing information in some micro-channels suggested the need of image enhancement. This paper proposes an adaptive enhancement of the micro-channels based on a local structure analysis while minimizing the impact of noise on the overall data. Comparison with an anisotropic diffusion PDE based scheme was also performed.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Medicinteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Medical Engineering (hsv//eng)

Keyword

Micro-channels
Structure tensor analysis
Image enhancement
Adaptive filtering
Human temporal bone
Mastoid bone

Publication and Content Type

ref (subject category)
kon (subject category)

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Cros, Olivier
Eklund, Anders
Gaihede, Michael
Knutsson, Hans
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ENGINEERING AND TECHNOLOGY
ENGINEERING AND ...
and Medical Engineer ...
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Image Proceessin ...
By the university
Linköping University

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