7 citations · 13 across the 4 of their papers we have counts for
4 papers
Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups using a Single Model across Cages
Michael P. J. Camilleri, Rasneer S. Bains, Christopher K. I. Williams
Behavioural experiments often happen in specialised arenas, but this may confound the analysis. To address this issue, we provide tools to study mice in the home-cage environment,…
Dual-stream spatiotemporal networks with feature sharing for monitoring animals in the home cage
Ezechukwu I. Nwokedi, Rasneer S. Bains, Luc Bidaut +3
This paper presents a spatiotemporal deep learning approach for mouse behavioural classification in the home-cage. Using a series of dual-stream architectures with assorted modific…
Persistent Animal Identification Leveraging Non-Visual Markers
Michael P. J. Camilleri, Li Zhang, Rasneer S. Bains +2
Our objective is to locate and provide a unique identifier for each mouse in a cluttered home-cage environment through time, as a precursor to automated behaviour recognition for b…
Unsupervised detection of mouse behavioural anomalies using two-stream convolutional autoencoders
Ezechukwu I Nwokedi, Rasneer S Bains, Luc Bidaut +3
This paper explores the application of unsupervised learning to detecting anomalies in mouse video data. The two models presented in this paper are a dual-stream, 3D convolutional…