Automatic detection of bumblebees using video analysis
Fuente:
Redalyc
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Artículo científico |
| Langue: | en |
| Publié: |
Universidad Nacional de Colombia
2014
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1876489759806717952 |
|---|---|
| author | Willy Azarcoya-Cabiedes |
| author_facet | Willy Azarcoya-Cabiedes |
| contents | Automatic detection of bumblebees using video analysis Willy Azarcoya-Cabiedes Pablo Vera-Alfaro Alfonso Torres-Ruiz Joaquín Salas-Rodríguez Ingeniería Viola Jones classifier bu mblebee detection Support Vector Machine classifier In this document, we explore and develop techniques to automati cally detect bumblebees flying freely inside a greenhouse, wher e illumination conditions are left unconstrained, and no artifact is used on their bodies. Specifically, we compare a Viola-Jone s classifier and a Support Vector Machine (SVM) classifier to detect the pre sence of bumblebees. Our results show that the latter has a bet ter classification performance. 2014 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49632363009 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.187 Vol.81 |
| format | Artículo científico |
| id | redalyc_49632363009 |
| institution | Redalyc |
| language | en |
| publishDate | 2014 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Automatic detection of bumblebees using video analysis Willy Azarcoya-Cabiedes Ingeniería Viola Jones classifier bu mblebee detection Support Vector Machine classifier Automatic detection of bumblebees using video analysis Willy Azarcoya-Cabiedes Pablo Vera-Alfaro Alfonso Torres-Ruiz Joaquín Salas-Rodríguez Ingeniería Viola Jones classifier bu mblebee detection Support Vector Machine classifier In this document, we explore and develop techniques to automati cally detect bumblebees flying freely inside a greenhouse, wher e illumination conditions are left unconstrained, and no artifact is used on their bodies. Specifically, we compare a Viola-Jone s classifier and a Support Vector Machine (SVM) classifier to detect the pre sence of bumblebees. Our results show that the latter has a bet ter classification performance. 2014 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49632363009 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.187 Vol.81 |
| title | Automatic detection of bumblebees using video analysis |
| topic | Ingeniería Viola Jones classifier bu mblebee detection Support Vector Machine classifier |
| url | https://www.redalyc.org/articulo.oa?id=49632363009 |