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

2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)(2016)

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摘要
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.
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关键词
Structure tensor analysis,Image enhancement,Adaptive filtering,Human temporal bone,Mastoid bone,Micro-channels
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