Title :
3D tracking of mating events in wild swarms of the malaria mosquito Anopheles gambiae
Author :
Butail, Sachit ; Manoukis, Nicholas ; Diallo, Moussa ; Yaro, Alpha S. ; Dao, Adama ; Traoré, Sekou F. ; Ribeiro, José M. ; Lehmann, Tovi ; Paley, Derek A.
Author_Institution :
Department of Aerospace Engineering, University of Maryland, College Park, MD 20742, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
We describe an automated tracking system that allows us to reconstruct the 3D kinematics of individual mosquitoes in swarms of Anopheles gambiae. The inputs to the tracking system are video streams recorded from a stereo camera system. The tracker uses a two-pass procedure to automatically localize and track mosquitoes within the swarm. A human-in-the-loop step verifies the estimates and connects broken tracks. The tracker performance is illustrated using footage of mating events filmed in Mali in August 2010.
Keywords :
Calibration; Cameras; Diseases; Image reconstruction; Kalman filters; Target tracking; Three dimensional displays; Animals; Anopheles gambiae; Crowding; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Malaria; Photography; Sexual Behavior, Animal; Video Recording;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090163