Instance Segmentation Method of Adherent Targets in Pig Images Based on Improved Mask R-CNN
2021 33rd Chinese Control and Decision Conference (CCDC)(2021)
Abstract
Aiming at the segmentation problem of adherent targets in pig images, thus an instance segmentation method based on improved Mask R-CNN is proposed to separate adherent pig body. Firstly, ResNet-50 is selected as the feature extraction network of Mask R-CNN due to the single detection category. Secondly, in order to strengthen the connection between the feature extraction channels and improve the ...
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Key words
Training,Image segmentation,Target tracking,Image edge detection,Feature extraction,Monitoring,Residual neural networks
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