Our team is developing deep learning and machine learing models for sea ice image analysis. We have designed methods for motion tracking, lead detection, and segmentation of sea ice images.
We have developed an online database system to serve cruise-based spatiotemporal Big Data on sea ice. It also serves as a collaborative platform for the discovery of open-source methods analyzing sea ice.
PSITRES is a 3D camera system designed and built by the University of Delaware's VIMS lab. The system is built to be mounted on icebreakers to quantitatively measure sea ice.
Detecting leads in sea ice is essential for climate change studies as these leads expose sea water to the sun.