Pixel Self-Attention Guided Real-Time Instance Segmentation for Group Raised Pigs

Pixel Self-Attention Guided Real-Time Instance Segmentation for Group Raised Pigs

Instance segmentation is crucial to modern agriculture and the management of pig farms. In practical farming environments, challenges arise due to the mutual adhesion, occlusion, and dynamic changes in body posture among pigs, making accurate segmentation of multiple target pigs complex. To address...

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Bibliographic Details
Main Authors: Zongwei Jia, Zhichuan Wang, Chenyu Zhao, Ningning Zhang, Xinyue Wen, Zhiwei Hu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Animals
Subjects:
instance segmentation
attention mechanism
channel self-attention
spatial self-attention
Online Access:https://www.mdpi.com/2076-2615/13/23/3591

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