11 citations · 41 across the 9 of their papers we have counts for
4 papers · 1 filter
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,…
Structured Generative Models for Scene Understanding
Christopher K. I. Williams
This position paper argues for the use of \emph{structured generative models} (SGMs) for the understanding of static scenes. This requires the reconstruction of a 3D scene from an…
Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences
Cian Eastwood, Li Nanbo, Christopher K. I. Williams
Given two object images, how can we explain their differences in terms of the underlying object properties? To address this question, we propose Align-Deform-Subtract (ADS) -- an i…
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…