Appearance quality classification method of Huangguan pear under complex background based on instance segmentation and semantic segmentation

The ‘Huangguan’ pear disease spot detection and grading is the key to fruit processing automation. Due to the variety of individual shapes and disease spot types of ‘Huangguan’ pear. The traditional computer vision technology and pattern recognition methods have some limitations in the detection of...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Yuhang Zhang, Nan Shi, Hao Zhang, Jun Zhang, Xiaofei Fan, Xuesong Suo
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-10-01
Subjects:	‘Huangguan’ pear disease deep convolutional neural networks instance segmentation semantic segmentation disease severity classification
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2022.914829/full