Activity and flight trajectory monitoring of mosquito colonies for butomated behaviour analysis


Autoria(s): Khan, Burhan; Gaburro, Julie; Hanoun, Samer; Duchemin, Jean-Bernard; Nahavandi, Saeid; Bhatti, Asim
Contribuinte(s)

Arik, Sabri

Huang, Tingwen

Lin, Weng Kin

Liu, Qingshan

Data(s)

01/01/2015

Resumo

Monitoring and tracking of mosquitoes using image processing is important to facilitate the mosquitos’ behaviour analysis automatically over longer period of times. In this paper, we propose a simple methodology to monitor mosquitos’ activity using multiple cameras optimally placed. In order to ensure optimal camera coverage for the area of observation and desired image quality; we propose to simulate the experimental setup in a 3D virtual environment to obtain one-off optimum camera placement parameters. Our proposed methodology is demonstrated to have improved the activity monitoring process using two cameras for accurate count of occluded mosquitoes and 3D trajectory path reconstruction. This framework will enable working out more challenging tasks of constructing 3D trajectories using information received from multiple low quality cameras, which provide inconsistent and discontinuous trajectories.

Identificador

http://hdl.handle.net/10536/DRO/DU:30080684

Idioma(s)

eng

Publicador

Springer

Relação

http://dro.deakin.edu.au/eserv/DU:30080684/khan-activityanflfight-2015.pdf

http://dro.deakin.edu.au/eserv/DU:30080684/khan-activityanflfight-evid1-2015.pdf

http://dro.deakin.edu.au/eserv/DU:30080684/khan-activityanflfight-evid2-2015.pdf

http://www.dx.doi.org/10.1007/978-3-319-26561-2_65

Direitos

2015, Springer

Palavras-Chave #3D tracking #behaviour analysis #camera placement #mosquito activity
Tipo

Conference Paper