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MICCAI
2004
Springer

Multi-channel Mutual Information Using Scale Space

10 years 7 hour ago
Multi-channel Mutual Information Using Scale Space
We propose a new voxel similarity measure which utilises local image structure as well intensity information. Gaussian scale space derivatives are used to provide the structural information. Each derivative is assigned to an information channel of higher dimensional form of normalised mutual information. We illustrate the behaviour of the measure for a simulated signal and 2D medical brain images and demonstrate its potential for non-rigid, inter-subject registration of 3D thorax MR images as a proof of concept.
Mark Holden, Lewis D. Griffin, Nadeem Saeed, Derek
Added 15 Nov 2009
Updated 15 Nov 2009
Type Conference
Year 2004
Where MICCAI
Authors Mark Holden, Lewis D. Griffin, Nadeem Saeed, Derek L. G. Hill
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