DocumentCode :
2543072
Title :
Vision based elephant recognition for management and conservation
Author :
Dabarera, Ranga ; Rodrigo, Ranga
Author_Institution :
Dept. of Electron. & Telecommun. Eng., Univ. of Moratuwa, Moratuwa, Sri Lanka
fYear :
2010
fDate :
17-19 Dec. 2010
Firstpage :
163
Lastpage :
166
Abstract :
In elephant management and conservation, it is vital to have non-invasive methods to track elephants. Image based recognition is a non-invasive mechanism for elephant tracking, albeit the inefficiency in manual method due to difficulties in handling large amount of data from multiple sources. To mitigate the drawbacks in manual method, we have proposed a computer vision based, automated, elephant recognition mechanism, which mainly relies on appearance based recognition algorithms. We have tested feasibility of the system running on a web based interface, which can facilitate researchers and conservationists all around the world to actively participate in elephant conservation.
Keywords :
Internet; computer vision; object recognition; object tracking; user interfaces; zoology; Web based interface; appearance based recognition algorithms; automated elephant recognition mechanism; computer vision; elephant conservation; elephant management; elephant tracking; image based recognition; non-invasive mechanism; non-invasive methods; vision based elephant recognition; Accuracy; Computer vision; Eigenvalues and eigenfunctions; Face; Image recognition; Manuals; Training; appearance based; elephant recognition; non-invasive;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4244-8549-9
Type :
conf
DOI :
10.1109/ICIAFS.2010.5715653
Filename :
5715653
Link To Document :
بازگشت