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Output details

11 - Computer Science and Informatics

University of Leeds

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Article title

Visualization of parameter space for image analysis.

Type
D - Journal article
Title of journal
IEEE Transactions on Visualization and Computer Graphics
Article number
-
Volume number
17
Issue number
12
First page of article
2402
ISSN of journal
1077-2626
Year of publication
2011
URL
-
Number of additional authors
3
Additional information

<20>This work solves a major bottleneck in image processing: parameter optimisation by trial-and-error. Through direct data interaction and visualization it addresses this well-studied problem with a novel strategy. Growing citations outside computer science indicates acceptance by the biomedical field (ImmunolCellBiol, doi:10.1038/icb.2012.49; NatBiotechnol, doi:10.1038/nbt.2404). The work has led to sustained collaboration with the Broad Institute of MIT and Harvard. This partnership and the application of visual analytics to hard biomedical problems underpinned Pretorius’s successful application for a Leverhulme Early Career Fellowship (ECF2012-071). Routes to bring the developed software to market are being investigated.

Interdisciplinary
Yes
Cross-referral requested
-
Research group
None
Citation count
9
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-