Title :
Structural analysis of micro-channels in human temporal bone
Author :
Cros, O. ; Gaihede, M. ; Andersson, M. ; Knutsson, H.
Author_Institution :
Dept. of Otolaryngology, Aalborg Univ. Hosp., Aalborg, Denmark
Abstract :
Recently, numerous micro-channels have been discovered in the human temporal bone by micro-CT-scanning. Preliminary structure of these channels has suggested they contain a new separate blood supply for the mucosa of the mastoid air cells, which may have important functional implications. This paper proposes a structural analysis of the microchannels to corroborate this role. A local structure tensor is first estimated. The eigenvalues obtained from the estimated local structure tensor were then used to build probability maps representing planar, tubular, and isotropic tensor types. Each tensor type was assigned a respective RGB color and the full structure tensor was rendered along with the original data. Such structural analysis provides new and relevant information about the micro-channels but also their connections to mastoid air cells. Before carrying a future statistical analysis, a more accurate representation of the micro-channels in terms of local structure tensor analysis using adaptive filtering is needed.
Keywords :
adaptive filters; blood; bone; computerised tomography; eigenvalues and eigenfunctions; filtering theory; medical image processing; RGB color; adaptive filtering; blood supply; computerised tomography; eigenvalues; human temporal bone; isotropic tensor; local structure tensor; local structure tensor analysis; mastoid air cells; micro-CT scanning; microchannels; mucosa; planar tensor; probability maps; structural analysis; tubular tensor; Bones; Ear; Eigenvalues and eigenfunctions; Image color analysis; Table lookup; Tensile stress; Three-dimensional displays; human temporal bone; mastoid; microchannels; quadrature filters; structure tensor; visualization;
Conference_Titel :
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on
Conference_Location :
New York, NY
DOI :
10.1109/ISBI.2015.7163804