Identification of stingless bees beginning from the classification of SIFT descriptors of an image of the right forewing

 

Đã lưu trong:
Chi tiết về thư mục
Nhiều tác giả: Figueroa-Mata, Geovanni, Prendas-Rojas, Juan Pablo, Ramírez-Bogantes, Melvin, Aguilar-Monge, Ingrid, Herrera-González, Eduardo, Travieso-González, Carlos Manuel
Định dạng: artículo original
Trạng thái:Versión publicada
Ngày xuất bản:2016
Miêu tả:It has been found that morphological information contained in a wing can be used to identify the species of certain insects, including bees. This paper uses the information contained in the photograph of a wing to discriminate the specie of native stingless bees. A discriminator algorithm based on SIFT is proposed. Specimens used in the research were collected directly from the nests in different geographic areas of Costa Rica and correspond to 18 species of 10 genders. The proposed algorithm was validated with 436 images with 81% success in gender discrimination and 76% for the species. 
Quốc gia:Portal de Revistas TEC
Tổ chức giáo dục:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
Ngôn ngữ:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/2585
Truy cập trực tuyến:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/2585
Từ khóa:Abejas sin aguijón
clasificación de especies
procesamiento de imágenes
descriptores SIFT
agrupamiento aglomerativo jerárquico.
Stingless bees
classification
image processing
SIFT descriptors
clustering.