Polyp detection using smoothed shape operators

Image analysis – Applications – Biomedical applications

Reexamination Certificate

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Details

C382S128000, C382S132000, C382S154000, C382S181000, C382S190000, C382S195000, C382S205000

Reexamination Certificate

active

08055047

ABSTRACT:
Improved surface feature recognition in CT images is provided by extracting a triangulated mesh representation of the surface of interest. Shape operators are computed at each vertex of the mesh from finite differences of vertex normals. The shape operators at each vertex are smoothed according to an iterative weighted averaging procedure. Principal curvatures at each vertex are computed from the smoothed shape operators. Vertices are marked as maxima and/or minima according to the signs of the principal curvatures. Vertices marked as having the same feature type are clustered together by adjacency on the mesh to provide candidate patches. Feature scores are computed for each candidate patch and the scores are provided as output to a user or for further processing.

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Szymon Rusinkiewicz, Estimating curvatures and their derivatives on triangle meshes, in 3D Data Processing, Visualization and Transmission, 2004. 3DPVT 2004. Proceedings 2nd International Symposium on, 2004,pp. 4886-493.
Adam Huang et al. Surface curvature estimation for automatic colonic polyp detection. 2005 393-402 SPIE vol. 5746 (SPIE, Bellingham, WA, 2005).

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