Visualization and Computer Vision

GE ResearchNiskayuna, NY

2 /GE /

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

3 /GE /

Computer vision technology

Image-guided manufacturing

Aerial imageexploitation

Automatedvideo analysis

Tracking, Event recognition

Segmentation, Classification, Object recognition

Calibration, Registration, Shape analysis

Quantification,

Differential diagnosis,

Volumetrics,

Multimodal imaging,

Surgery, Intervention,

Computer aided detection,

Pathology,

Cardiac,

Drug discovery

Medical Image Analysis

4 /GE /

Clinical Visualization and Computer Vision LabsAutomatic extraction of information from images

Algorithm Delivery into GEHCCT AutoBone Segmentation Image Guided Surgery Applications CT Lung Cancer - Digital Contrast CT Lung – COPD Scoring PET/CT Registration PET Lesion SegmentationMRS Registration CT Lung Cancer – CADCT Cardiac SegmentationMR Alzheimer’s Quantification MR/SPECT Agent Image AnalysisCell Assay Image Analysis

50 Researchers and Growing •Bangalore•Niskayuna

National Alliance for Medical Image Computing

Virtual Autopsy

Technology

5 /GE /

NA-MIC Team

• Bill Lorensen, MS (RPI), 38 years, Core 2 PI, – software engineering, Slicer 3 architecture

• Jim Miller, PhD (RPI), 8 years, Site PI,– software testing, segmentation, Slicer 3 execution model

• Dan Blezek, PhD (Mayo), 6 years, – software testing, MRI, registration, Slicer 3 execution model

• Xiaodong Tao, PhD (JHU), 0.916 years, – MRI, DTI, Slicer 3 data model