Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

Accurately detecting and segmenting grape cluster in the field is fundamental for precision viticulture. In this paper, a new backbone network, ResNet50-FPN-ED, was proposed to improve Mask R-CNN instance segmentation so that the detection and segmentation performance can be improved under complex e...

Full description

Bibliographic Details
Main Authors: Lei Shen, Jinya Su, Rong Huang, Wumeng Quan, Yuyang Song, Yulin Fang, Baofeng Su
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Plant Science
Subjects:
grape
instance segmentation
Mask R-CNN
attention mechanism
Dense Upsampling Convolution
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.934450/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.934450/full

Similar Items