DocumentCode
1963124
Title
Development of Migratory Birds Population Monitoring System Using Digital Single Reflex Camera
Author
Poon, W.K. ; Wong, C.J. ; Abdullah, K. ; Lim, E.S. ; Teo, C.K.
Author_Institution
Sch. of Phys., Univ. Sains Malaysia, Minden, Malaysia
fYear
2011
fDate
17-19 Aug. 2011
Firstpage
136
Lastpage
140
Abstract
Traditionally, biologists trace migratory birds by using their naked eye and binocular for counting. The counters will feel tired and easily lost their concentration after waiting and counting the migratory birds for a long period of time. Other than that, when there is a large number of migratory birds fly together, it is very difficult to count them. In this case, the accuracy of the ground count is unreliable. In order to increase the accuracy, we developed a monitoring system for counting migratory birds. Since Digital Single Lens Reflex (DSLR) camera price become more and more affordable, we proposed to use DSLR as a remote sensor to capture images. The images were processed based on the image processing technique to obtain the amount of migratory birds in the image. This software was tested in Kenting National Park during autumn migratory season 2010. The computed populations were compared with the manually counted numbers. The results produce a high degree of accuracy as indicated by the high coefficient of determination (R2) of 0.979. The results show that it can be effective improved the accuracy of ground count.
Keywords
biology computing; cameras; image processing; image sensors; photographic lenses; remote sensing; DSLR; Renting National Park; autumn migratory season; coefficient of determination; digital single lens reflex camera price; image processing technique; migratory birds population monitoring system; remote sensor; Accuracy; Birds; Cameras; Image processing; Influenza; Monitoring; Software; Bird Monitoring System; Digital Single Reflex Lens; Image Processing; Migratory Birds;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Graphics, Imaging and Visualization (CGIV), 2011 Eighth International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4577-0981-4
Type
conf
DOI
10.1109/CGIV.2011.16
Filename
6054102
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