Difference between revisions of "Organ Detection"

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==Key Investigators==
 
==Key Investigators==
 
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German Gonzalez, James Ross, Raul San Jose (Brigham and Women's Hospital)
  
 
==Project Description==
 
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<h3>Objective</h3>
 
<h3>Objective</h3>
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* Develop an organ ROI detection tool for 2D slides to enable quick initialization and rapid
 
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<h3>Approach, Plan</h3>
 
<h3>Approach, Plan</h3>
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* Leverage OpenCV technology for object detection in images.
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* Integration of OpenCV tools as a Slicer module to enable training and deployment of object detectors
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* Discuss other alternatives:
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**Jim recommends looking at the 2013 SPIE paper that used the histogram of oriented gradients.
 
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<h3>Progress</h3>
 
<h3>Progress</h3>
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* Python prototype working for different chest structures like pulmonary artery, right ventricle, left ventricle.
 
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[[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.

DemoObjectDetection.png