Difference between revisions of "NeedleFinder"
From NAMIC Wiki
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* SimpleITK filtering (e.g. derivatives: gradient magnitude, vesselness etc.) | * SimpleITK filtering (e.g. derivatives: gradient magnitude, vesselness etc.) | ||
* Rigid registration of CAD models to (preprocessed) scene (ICP, Besl) | * Rigid registration of CAD models to (preprocessed) scene (ICP, Besl) | ||
| − | * Machine | + | * Machine learning (genetic algorithm etc.) |
* New ad-hoc python profiling concept (logging and message boxes as code probes) | * New ad-hoc python profiling concept (logging and message boxes as code probes) | ||
| − | * Improved standardized workflow more usable by MDs | + | * Improved standardized and guided workflow more usable by MDs (disabling unsuitable buttons) |
</div> | </div> | ||
<div style="width: 27%; float: left; padding-right: 3%;"> | <div style="width: 27%; float: left; padding-right: 3%;"> | ||
Revision as of 20:30, 16 December 2014
Home < NeedleFinderHere we will fill in tomorrow...
Key Investigators
Andre Mastmeyer, Guillaume Pernelle, Tina Kapur
Project Description (Draft by Andre)
Objective
- Automatic needle tip detection
- Modelfit of oburator base and tube using CAD models
- NF detection parameter optimization
- Code profiling (is the code used?), refactoring
- GUI improvements
Approach, Plan
- SimpleITK filtering (e.g. derivatives: gradient magnitude, vesselness etc.)
- Rigid registration of CAD models to (preprocessed) scene (ICP, Besl)
- Machine learning (genetic algorithm etc.)
- New ad-hoc python profiling concept (logging and message boxes as code probes)
- Improved standardized and guided workflow more usable by MDs (disabling unsuitable buttons)
Progress
- N/Y
- N/Y
- N/Y
- N/Y
- N/Y
