A framework based on deep neural networks to extract anatomy of mosquitoes from images

We design a framework based on Mask Region-based Convolutional Neural Network to automatically detect and separately extract anatomical components of mosquitoes-thorax, wings, abdomen and legs from images. Our training dataset consisted of 1500 smartphone images of nine mosquito species trapped in F...

Descripción completa

Detalles Bibliográficos
Autores principales: Minakshi, Mona, Bharti, Pratool, Bhuiyan, Tanvir, Kariev, Sherzod, Chellappan, Sriram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398923/
https://www.ncbi.nlm.nih.gov/pubmed/32747744
http://dx.doi.org/10.1038/s41598-020-69964-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398923/
https://www.ncbi.nlm.nih.gov/pubmed/32747744
http://dx.doi.org/10.1038/s41598-020-69964-2

Ejemplares similares