TY - JOUR
T1 - Automatic detection of bumblebees using video analysis
AU - Azarcoya-Cabiedes, Willy
AU - Vera-Alfaro, Pablo
AU - Torres-Ruiz, Alfonso
AU - Salas-Rodríguez, Joaquín
N1 - Publisher Copyright:
© The author; licensee Universidad Nacional de Colombia.
PY - 2014/10/1
Y1 - 2014/10/1
N2 - In this document, we explore and develop techniques to automatically detect bumblebees flying freely inside a greenhouse, where illumination conditions are left unconstrained, and no artifact is used on their bodies. Specifically, we compare a Viola-Jones classifier and a Support Vector Machine (SVM) classifier to detect the presence of bumblebees. Our results show that the latter has a better classification performance.
AB - In this document, we explore and develop techniques to automatically detect bumblebees flying freely inside a greenhouse, where illumination conditions are left unconstrained, and no artifact is used on their bodies. Specifically, we compare a Viola-Jones classifier and a Support Vector Machine (SVM) classifier to detect the presence of bumblebees. Our results show that the latter has a better classification performance.
KW - Bumblebee detection
KW - Support vector machine classifier
KW - Viola-Jones classifier
UR - http://www.scopus.com/inward/record.url?scp=84908343794&partnerID=8YFLogxK
U2 - 10.15446/dyna.v81n187.40475
DO - 10.15446/dyna.v81n187.40475
M3 - Artículo
SN - 0012-7353
VL - 81
SP - 81
EP - 84
JO - DYNA (Colombia)
JF - DYNA (Colombia)
IS - 187
ER -