Statistical Modeling for Structured Video Representation

• Generative Models for Structured Video Representation

  • Generative Models for Video Mining

  • Generative Models for Human Motion Segmentation

  • Generative Models for Social Activity Analysis in Visual Surveillance

• Object-based Segmentation and Key-frame Extraction

  • Joint Key-frame Extraction and Object-based Video Segmentation

  • A Multi-layer Video Object Segmentation Framework

  • Combined Key-frame Extraction and Object-based Video Segmentation

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Advanced Retinal Imaging for Non-invasive Disease Study

• Retinal Image Registration

• Stereo Retinal Imaging

  • Stereo Quality Assessment

  • 3-D Visualization of Human Retina

• Feature Extraction of Retinal Images

  • Vascular Tree Extraction

Remote Sensing Data Classification

• Applications for USDA's Conservation Reserve Program (CRP)

  • Automatic CRP Mapping 

  • Automatic CRP Compliance Monitoring

• Web-GIS Decision Support System

Statistical Image Modeling and Processing

• Bayesian Image Segmentation

  • Unsupervised Image Segmentation

  • Supervised Image Segmentation

• Image Denoising

• Texture Analysis and Synthesis