Research on Instance Segmentation Algorithm for Caged Chickens in Infrared Images Based on Improved Mask R-CNN

Infrared images of caged chickens can provide valuable insights into their health status. Accurately detecting and segmenting individual chickens in these images is essential for effective health monitoring in large-scale chicken farming. However, the presence of obstacles such as cages, feeders, an...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Youqing Chen, Hang Liu, Lun Wang, Chen Chen, Siyu Li, Binyuan Zhong, Jihui Qiao, Rong Ye, Tong Li
Format:	Article
Language:	English
Published:	MDPI AG 2025-10-01
Subjects:	Mask R-CNN caged chickens instance segmentation CBAM AC-FPN
Online Access:	https://www.mdpi.com/1424-8220/25/19/6237