banner_vegas
Real-Time Intelligent Systems (RTIS) Laboratory
Home People Projects Publications Datasets Misc Contact


Projects

Ongoing

Maritime Activity Maritime Port Activity Monitoring
Comprehensive monitoring of maritime environments. Use of fine-grained classification to distinguish different types of vessels. Tracking information used to build contextual scene description for understanding of activities and detection of anomalous events.
PV Prediction Accurate predictions of PV power production on small-time scales
Development of image processing and computer vision algorithms to detect, measure, and predict cloud movement patterns which can occlude the sun and lower PV output.
Using cloud image-based measurements, develop a prediction algorithm to map the observed sky characteristics to PV output in the near future by exploiting convolutional neural networks and deep learning.
Intersection Monitoring Intersection Monitoring
Detection and tracking of intersection road users for improved transportation systems. Automatically calculate intersection turn counts for operations and examine trajectories for safety.
CP-Kinect Kinect Rehabilitation Games
Develop gaming environment to promote at home physical therapy (PT) in children with mobility disorders. The Microsoft Kinect provides a low cost alternative to traditional physical therapy treatments with the convenience of at home use. The serious gaming environment should encourage PT exercises in an enjoyable manner.

Completed

NDOT Performance Measurements Next Generation Performance Monitoring Data Needs for Nevada DOT
Develop a comprehensive performance measurement plan for Nevada. Provide an inventory of state-wide data collection, identify gaps in data, and provide summary of applicable best-practice performance measures.
Sponsor: Nevada Department of Transportation
Date: 2014
Intersection Monitoring Nevada Regional License Plate Recognition
Characterize license plate recognition (LPR) technology for Nevada and southwest regional license plates. Design activity awareness and analysis for a garage-based LPR installation.
Sponsor: Image Sensing Systems, Inc.
Date: 2014