Data Augmentation and Layered Deformable Mask R-CNN-Based Detection of Wood Defects

The detection of wood defects plays an important role in the processing and production of wood, the deep learning methods have achieved outstanding results in this field in recent years. There are still two unresolved problems, one is that the category of defects is unbalanced and difficult to obtai...

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Bibliographic Details
Main Authors: Dongjie Li, Wenbo Xie, Baogang Wang, Weifeng Zhong, Hongmin Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
GAN
Online Access:https://ieeexplore.ieee.org/document/9502068/