Yaru Chen
Postgraduate Research Student
About
My research project
Multi-scale tracking of fish groups with uncertainty modelling and intent predictionTracking the trajectory of fish movement can facilitate the analysis and recognition of fish behaviour. This project aims to study novel methods for fish tracking and intent prediction for fish behaviour analysis, using the image and sounds collected by optical, acoustic, or other types of sensors. Multi-scale algorithms will be developed for the tracking of individual fish or fish groups, for the prediction of their intents. Uncertainty modelling and quantification will be incorporated to show the prediction confidence, considering the complexity of the fish living environment and the uncertainty of fish behaviour. Such algorithms will be evaluated in the context of feeding behaviour analysis using audio-visual data.
Supervisors
Tracking the trajectory of fish movement can facilitate the analysis and recognition of fish behaviour. This project aims to study novel methods for fish tracking and intent prediction for fish behaviour analysis, using the image and sounds collected by optical, acoustic, or other types of sensors. Multi-scale algorithms will be developed for the tracking of individual fish or fish groups, for the prediction of their intents. Uncertainty modelling and quantification will be incorporated to show the prediction confidence, considering the complexity of the fish living environment and the uncertainty of fish behaviour. Such algorithms will be evaluated in the context of feeding behaviour analysis using audio-visual data.