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Aerial Image Exploitation Change Detection Event Detection Object Tracking

Aerial Image Exploitation Change Detection Event Detection Object Tracking Region Classification. Medical Image Analysis Automated Cancer Detection Automatic Pathology Quantification Automatic Segmentation Image-Guided Surgery Computer Aided Forensics.

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Aerial Image Exploitation Change Detection Event Detection Object Tracking

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  1. Aerial Image Exploitation • Change Detection • Event Detection • Object Tracking • Region Classification • Medical Image Analysis • Automated Cancer Detection • Automatic Pathology Quantification • Automatic Segmentation • Image-Guided Surgery • Computer Aided Forensics • Image-Guided Manufacturing • Optical Gauging • Optical Inspection • Large-Part Metrology • Automatic Defect Detection • Automated Video Analysis • Complex Scene Decomposition • Market Intelligence • Behavior Recognition • 3D Reconstruction • Ontology-Based Understanding

  2. GE Research NA-MIC Activities • Dart 2 – released in spring 2006 • ITK – orientations, statistical distributions • Slicer3 – execution model, example modules

  3. Dart 2 • Released in spring 2006 • Enterprise environment under investigation • Now used by GE Healthcare to test imaging platforms (XJT, AW)

  4. User Desktop Slicer 3.0 Algorithms ITK VTK Slicer Modules Scripts of Slicer Mods VTK Apps Using ITK Batch Programs Non-NAMIC Cmd tools LONI Pipeline Birn Grid Data/Compute Execution model Internal application framework using a Slicer 3 plugin

  5. Slicer 3 Modules • CommandLineModule • Add • AffineRegistration • BSplineDeformableRegistration • CheckerBoard • ConfidenceConnected • CurvatureAnisotropicDiffusion • GEDicom2NRRD • GradientAnisotropicDiffusion • GrayscaleFillHoleImageFilter • GrayscaleGrindPeakImageFilter • GrayscaleModelMaker • HistogramMatching • ImageReadDicomWrite • LinearRegistration • MedianImageFilter • OtsuThresholdImageFilter • OtsuThresholdSegmentation • ResampleVolume • Subtract • VotingBinaryHoleFillingImageFilter

  6. Slicer 3 usage at GE • Medical and biological image analysis • Under consideration for contrast agent development • Support research in explosive detection (baggage and cargo) • May be available as an unsupported research tool on GE MR host platforms.

  7. NA-MIC Team • Bill Lorensen, MS (RPI), 39 years, Core 2 PI, • software engineering, Slicer 3 architecture • Jim Miller, PhD (RPI), 9 years, Site PI, • software testing, segmentation, Slicer 3 execution model • Dan Blezek, PhD (Mayo), 7 years, • software testing, MRI, registration, Slicer 3 execution model • Xiaodong Tao, PhD (JHU), 2 years, • MRI, DTI, Slicer 3 data model

  8. Publications • D. Blezek, J. Miller. "Atlas Stratification“. Medical Image Computing and Computer Assisted Intervention 2006 (MICCAI). LNCS 4190, pp. 712–719. • X. Tao and J. V. Miller. "A Method for Registering Diffusion Weighted Magnetic Resonance Images“. Medical Image Computing and Computer Assisted Intervention 2006 (MICCAI). LNCS 4191, pp. 594-602.

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