Projects

Areas of Interest

• Advancing machine learning technology
• Developing novel deep learning tools
• Deep data mining and visualization
• Defense, security and biometrics
• Smart and autonomous systems
• Cybersecurity
  

Near-term focus

• Deep object detection and recognition
• Deep surveillance for monitoring DoD faculties
• Driverless vehicles
• Detection of malware, network intrusion and filter email spams
• Opioid and drug safety and healthcare
  

Long-term focus (>5 Years)

• Self-taught intelligent systems and algorithms
• Automatic object detection and classification at a far distance
• Self learning autonomous systems for navigation and surveillance
• Intelligent malware detection
• Multimodal biometrics for unstructured environment