Flow-Based Rip Current Detection and Visualization

This paper investigates several flow visualization methods and tunes them to detect rip currents.

Automated rip current detection with region based convolutional neural networks

This paper presents a machine learning approach for the automatic identification of rip currents with breaking waves.

From Lifeguards to AI: Advancing Rip Current Forecasting Through New Detection Methods

Observing rip currents can be extremely challenging. The energetic and constantly changing surf zone coupled with a lack of infrastructure, complicates relying on traditional in situ observations in most circumstances. These challenges have resulted …