Activity and Flight Trajectory Monitoring of Mosquito Colonies for Automated Behaviour Analysis

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.

[1]  T. Monath,et al.  Yellow fever: an update. , 2001, The Lancet. Infectious diseases.

[2]  R T Cardé,et al.  Orientation of Culex mosquitoes to carbon dioxide‐baited traps: flight manoeuvres and trapping efficiency , 2006, Medical and veterinary entomology.

[3]  Michael H. Dickinson,et al.  Multi-camera real-time three-dimensional tracking of multiple flying animals , 2010, Journal of The Royal Society Interface.

[4]  Saeid Nahavandi,et al.  Target coverage in camera networks for manufacturing workplaces , 2016, J. Intell. Manuf..

[5]  W. Takken,et al.  3-D flight behaviour of the malaria mosquito Anopheles gambiae s.s. inside an odour plume , 2008 .

[6]  D. Gubler Human Arbovirus Infections Worldwide , 2001, Annals of the New York Academy of Sciences.

[7]  Sachit Butail,et al.  Reconstructing the flight kinematics of swarming and mating in wild mosquitoes , 2012, Journal of The Royal Society Interface.

[8]  A. Brault,et al.  West Nile virus: review of the literature. , 2013, JAMA.

[9]  W. Yee,et al.  Diel sugar-feeding and host-seeking rhythms in mosquitoes (Diptera: Culicidae) under laboratory conditions. , 1992, Journal of medical entomology.

[10]  M. Jacobs-Lorena,et al.  The journey of the malaria parasite in the mosquito: hopes for the new century. , 2000, Parasitology today.

[11]  Román A. Corfas,et al.  Multimodal Integration of Carbon Dioxide and Other Sensory Cues Drives Mosquito Attraction to Humans , 2014, Cell.

[12]  Chien-Yi Huang,et al.  Innovative parametric design for environmentally conscious adhesive dispensing process , 2015, J. Intell. Manuf..

[13]  T. Wood,et al.  Straightforward multi-object video tracking for quantification of mosquito flight activity. , 2014, Journal of insect physiology.

[14]  Pietro Perona,et al.  Automated image-based tracking and its application in ecology. , 2014, Trends in ecology & evolution.

[15]  Lucas P. J. J. Noldus,et al.  A 3D Analysis of Flight Behavior of Anopheles gambiae sensu stricto Malaria Mosquitoes in Response to Human Odor and Heat , 2013, PloS one.

[16]  W. Takken,et al.  Track 3D: Visualization and flight track analysis of Anopheles gambiae s.s. mosquitoes , 2008 .

[17]  Sarah Murrell,et al.  Review of dengue virus and the development of a vaccine. , 2011, Biotechnology advances.

[18]  M. Strobel,et al.  Chikungunya, an epidemic arbovirosis. , 2007, The Lancet. Infectious diseases.