A Multiscale Instance Segmentation Method Based on Cleaning Rubber Ball Images

A Multiscale Instance Segmentation Method Based on Cleaning Rubber Ball Images

The identification of wear rubber balls in the rubber ball cleaning system in heat exchange equipment directly affects the descaling efficiency. For the problem that the rubber ball image contains impurities and bubbles and the segmentation is low in real time, a multi-scale feature fusion real-time...

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Bibliographic Details
Main Authors: Liang, E. (Author), Su, E. (Author), Tian, Y. (Author), Wang, J. (Author), Zhang, Y. (Author)
Format: Article
Language:English
Published: MDPI 2023
Subjects:
attention mechanism
Attention mechanisms
Cleaning
Cleaning system
Convolution
Feature extraction
feature fusion
Features fusions
Image enhancement
Image fusion
image segmentation
Image segmentation
Images segmentations
polarized self-attention
Polarized self-attention
Pyramid vision transformer
Pyramid Vision Transformer
Real- time
Rubber
rubber ball cleaning system
Rubber ball cleaning system
Rubber balls
Spatial reduction
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