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Sensors 2010, 10(4), 3480-3503; doi:10.3390/s100403480
Article

Webcams for Bird Detection and Monitoring: A Demonstration Study

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Received: 8 February 2010; in revised form: 17 March 2010 / Accepted: 25 March 2010 / Published: 8 April 2010
(This article belongs to the Section Remote Sensors)
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Abstract: Better insights into bird migration can be a tool for assessing the spread of avian borne infections or ecological/climatologic issues reflected in deviating migration patterns. This paper evaluates whether low budget permanent cameras such as webcams can offer a valuable contribution to the reporting of migratory birds. An experimental design was set up to study the detection capability using objects of different size, color and velocity. The results of the experiment revealed the minimum size, maximum velocity and contrast of the objects required for detection by a standard webcam. Furthermore, a modular processing scheme was proposed to track and follow migratory birds in webcam recordings. Techniques such as motion detection by background subtraction, stereo vision and lens distortion were combined to form the foundation of the bird tracking algorithm. Additional research to integrate webcam networks, however, is needed and future research should enforce the potential of the processing scheme by exploring and testing alternatives of each individual module or processing step.
Keywords: bird migration; webcams; object detection; object tracking bird migration; webcams; object detection; object tracking
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Verstraeten, W.W.; Vermeulen, B.; Stuckens, J.; Lhermitte, S.; Van der Zande, D.; Van Ranst, M.; Coppin, P. Webcams for Bird Detection and Monitoring: A Demonstration Study. Sensors 2010, 10, 3480-3503.

AMA Style

Verstraeten WW, Vermeulen B, Stuckens J, Lhermitte S, Van der Zande D, Van Ranst M, Coppin P. Webcams for Bird Detection and Monitoring: A Demonstration Study. Sensors. 2010; 10(4):3480-3503.

Chicago/Turabian Style

Verstraeten, Willem W.; Vermeulen, Bart; Stuckens, Jan; Lhermitte, Stefaan; Van der Zande, Dimitry; Van Ranst, Marc; Coppin, Pol. 2010. "Webcams for Bird Detection and Monitoring: A Demonstration Study." Sensors 10, no. 4: 3480-3503.



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