Search Results for author: Michael P. J. Camilleri

Found 4 papers, 3 papers with code

Persistent Animal Identification Leveraging Non-Visual Markers

2 code implementations13 Dec 2021 Michael P. J. Camilleri, Li Zhang, Rasneer S. Bains, Andrew Zisserman, Christopher K. I. Williams

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 biological research.

Visual Tracking

VJAGG -- A Thick-Client Smart-Phone Journey Detection Algorithm

1 code implementation28 Aug 2019 Michael P. J. Camilleri, Adrian Muscat, Victor Buttigieg, Maria Attard

In this paper we describe $Vja\dot{g}\dot{g}$, a battery-aware journey detection algorithm that executes on the mobile device.

The Extended Dawid-Skene Model: Fusing Information from Multiple Data Schemas

1 code implementation4 Jun 2019 Michael P. J. Camilleri, Christopher K. I. Williams

While label fusion from multiple noisy annotations is a well understood concept in data wrangling (tackled for example by the Dawid-Skene (DS) model), we consider the extended problem of carrying out learning when the labels themselves are not consistently annotated with the same schema.

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