Output details
13 - Electrical and Electronic Engineering, Metallurgy and Materials
University of Surrey
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Output 0 of 0 in the submission
Article title
Mutual Information for Lucas-Kanade Tracking (MILK): An Inverse Compositional Formulation
Type
D - Journal article
Title of journal
IEEE Transactions on Pattern Analysis and Machine Intelligence
Article number
-
Volume number
30
Issue number
1
First page of article
180
ISSN of journal
0162-8828
Year of publication
2008
URL
-
Number of additional authors
-
Additional information
Mutual information (MI) applied to image registration allows multimodal/nonlinear matching of 2D/3D images. However, histograms make this process slow. Simple matching can be sped up with mathematical tricks but these are difficult to apply due to their use of probability. This work introduces a generic framework that allows heavily optimised matching to be performed using a variety of interpolation schemes. This approach has been used in tracking/image registration, medical imaging and multimodal registration. The first author now works for Siemens Molecular Imaging.
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-