2022 Research Themes

Faculty

• Development of a dynamic frequency-sharing mechanism compatible with 5G using deep reinforcement learning
  • Under active development at RIT

Second-Year Master’s Students

• Towards Real-Time Classification of Human Imagined Language
• Speech Feature Analysis and Discrimination in Biological Information
• Emotion recognition using EEG and AI

First-Year Master’s Students

• Integration of multi-camera object-detection information and presentation of positional relationships
• A universal lesion detector using echo state networks
• Proposal and evaluation of camera-placement optimization for traffic surveys at intersections
• Implementation and evaluation of automated traffic measurement based on trajectory-shape clustering

Cooperative Researchers from the International College of Technology

• Hakusan Monkey Detect and Deterrent Project for AI Learning Platform
• Real-Time Detection of Unsafe Forklift Behavior in the Warehouse Based on Deep Learning and Pose Estimation