Difference between revisions of "Organ Detection"
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==Key Investigators== | ==Key Investigators== | ||
| − | + | German Gonzalez, James Ross, Raul San Jose (Brigham and Women's Hospital) | |
==Project Description== | ==Project Description== | ||
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<div style="width: 27%; float: left; padding-right: 3%;"> | <div style="width: 27%; float: left; padding-right: 3%;"> | ||
<h3>Objective</h3> | <h3>Objective</h3> | ||
| − | * | + | * Develop an organ ROI detection tool for 2D slides to enable quick initialization and rapid |
</div> | </div> | ||
<div style="width: 27%; float: left; padding-right: 3%;"> | <div style="width: 27%; float: left; padding-right: 3%;"> | ||
<h3>Approach, Plan</h3> | <h3>Approach, Plan</h3> | ||
| − | * Jim recommends looking at the 2013 SPIE paper that used the histogram of oriented gradients. | + | * Leverage OpenCV technology for object detection in images. |
| + | * Integration of OpenCV tools as a Slicer module to enable training and deployment of object detectors | ||
| + | * Discuss other alternatives: | ||
| + | **Jim recommends looking at the 2013 SPIE paper that used the histogram of oriented gradients. | ||
</div> | </div> | ||
<div style="width: 27%; float: left; padding-right: 3%;"> | <div style="width: 27%; float: left; padding-right: 3%;"> | ||
<h3>Progress</h3> | <h3>Progress</h3> | ||
| − | * | + | * Python prototype working for different chest structures like pulmonary artery, right ventricle, left ventricle. |
</div> | </div> | ||
</div> | </div> | ||
| + | [[File:DemoObjectDetection.png]] | ||
Latest revision as of 16:32, 9 January 2015
Home < Organ Detection
Key Investigators
German Gonzalez, James Ross, Raul San Jose (Brigham and Women's Hospital)
Project Description
Objective
- Develop an organ ROI detection tool for 2D slides to enable quick initialization and rapid
Approach, Plan
- Leverage OpenCV technology for object detection in images.
- Integration of OpenCV tools as a Slicer module to enable training and deployment of object detectors
- Discuss other alternatives:
- Jim recommends looking at the 2013 SPIE paper that used the histogram of oriented gradients.
Progress
- Python prototype working for different chest structures like pulmonary artery, right ventricle, left ventricle.
