Research on UAV dynamic frame rate adaptation and multi-feature fusion network optimization in intelligent monitoring of animal husbandry

Precision livestock farming, particularly the collective rearing of animals, remains a pivotal area of focus within agricultural research. However, tracking group-raised animals under conditions of poor lighting, occlusion, and complex outdoor environments continues to pose significant challenges. D...

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Bibliographic Details
Published in:	PloS one Vol. 20; no. 9; p. e0331850
Main Authors:	Luo, Wei, Li, Lin, Luo, Xinping, Shao, Quanqin, Tang, Ruiyin, Liu, Ke, Li, Xuqing, Liu, Xiaohuang, Wang, Qi, Ren, Dongyue, Wang, Dongliang
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 22.09.2025 Public Library of Science (PLoS)
Subjects:	Ablation Agricultural research Agriculture Algorithms Animal culture Animal husbandry Animal Husbandry - methods Animals Artificial neural networks Cattle Deep learning Drift Effectiveness Farming Female Food security Illumination Innovations Livestock Livestock farming Livestock farms Low temperature Milk Modules Monitoring systems Network management systems Neural networks Object recognition Occlusion Optimization Pasture Pasture management Precision agriculture Productivity Real time Rural areas Technological change Tracking Unmanned Aerial Devices Variance analysis Puerto Rico China
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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