DocumentCode :
715400
Title :
Image processing for honey bee hive health monitoring
Author :
Tashakkori, Rahman ; Ghadiri, Ahmad
Author_Institution :
Dept. of Comput. Sci., Appalachian State Univ., Boone, NC, USA
fYear :
2015
fDate :
9-12 April 2015
Firstpage :
1
Lastpage :
7
Abstract :
Honey bees are responsible for more than half of the pollination across the world, hence they have an important role in agriculture. In recent years, the number of honey bees have declined due to the Colony Collapse Disorder (CCD), which may be due to possible causes that include climate change and pollution. Since honey bees start from their hives to go for pollination, their activities around the hive are a good indicator of their health. The bee hive´s health status and the activities of honey bees can be related to the environment in which they live, thus finding a quantitative measure of the bee activities is very important and can benefit the beekeepers. This paper will present a data acquisition and monitoring system that utilizes image processing techniques for extracting data from the videos of the bee hive´s entrance taken at the front or the top of the hive´s entrance. The system developed as part of this research utilizes two different approaches based on the Illumination-invariant Change Detection Algorithm and Signal-to-Noise Ratio to estimate the number of bees at the entrance of the hives.
Keywords :
agriculture; data acquisition; image processing; CCD; agriculture; bee hive health status; climate change; colony collapse disorder; data acquisition system; data monitoring system; honey bee hive health monitoring; illumination-invariant change detection algorithm; image processing techniques; pollination; pollution; signal-to-noise ratio; Cameras; Image color analysis; Image segmentation; Lighting; Monitoring; Signal to noise ratio; Videos; Automatic bee monitoring; collony collapse disorder; honey bee activities;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SoutheastCon 2015
Conference_Location :
Fort Lauderdale, FL
Type :
conf
DOI :
10.1109/SECON.2015.7133029
Filename :
7133029
Link To Document :
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