Latest Research in Livestock Behavior Monitoring

26 research papers · 2026 median publication year

Top Research Topics in Livestock Behavior Monitoring

Highest-Cited Papers

  1. A Benchmark and Cross-Camera Protocol for Open-Set Re-Identification of Holstein Cattle: Synchronized Multi-View Capture and Viewpoint-Invariant Alignment
  2. DMFRNet: Dynamic Multi-Scale Feature Reweighting Network for Dairy Cow Detection
  3. UGT-YOLO: A Multi-Strategy Fusion Model for Automated Dairy Cow Body Condition Scoring
  4. Boundary-Enhanced Segmentation of Pig Point Clouds in Commercial Housing Environments
  5. Head–Body–Tail Segmentation of Poultry 3D Point Clouds Under Different Annotation Budgets: A Comparison of PCA-Based Rules and PointNet++-Based Methods
  6. Validating Foundation Models for Automated Cattle Detection
  7. DA-NBV: A Direction-Aware Next-Best-View Planner for Efficient 3D Reconstruction of Ships at Sea
  8. A Gaussian Process Model of 3D Udder Point Clouds for Teat Length Phenotyping in Dairy Cows
  9. Robust Tracking and Quantification of Open-Beak Behavior for Heat Stress Assessment in Multi-Tier Caged Rearing Broiler Breeders via Mobile Inspection
  10. High-throughput in vivo phenotyping of chicken carcass traits based on digital radiographic imaging
  11. Advanced 3D Horse Reconstruction: Integrating Image-to-3D Modelling and Non-Rigid Registration for On-Barn Body Measurements
  12. Sensor prototype development for automated monitoring of integument damage of laying hens using artificial intelligence models
  13. Sensor prototype development for automated monitoring of integument damage of laying hens using artificial intelligence models
  14. Toward intelligent pig farming: Advancing health and welfare monitoring through computer vision–based behavioral analysis
  15. Real-Time Automated Body Condition Scoring of Dairy Cows in a Commercial Rotary Milking Parlor Using RGB-D Two-Stream Deep Learning
  16. A lightweight DDC-YOLO and inspection-robot system for dead broiler detection in caged broiler houses
  17. Recognition of Posture Transition Behavior in Sows Approaching Parturition Based on YOLOv11 and a Multi-Scale RGB–Flow Cross-Modal Temporal Network
  18. Artificial Intelligence and Imaging for Poultry Egg and Embryo Assessment: A Systematic Review and Meta-Analysis
  19. A Method for Detecting Cattle Behaviors Based on RGB-Depth Dual-Modal Information Fusion
  20. MSPFormer: An enhanced multi-scale and semantic-preserving transformer for sheep ownership identification in precision livestock farming

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2026 AUG Q2

Livestock Behavior Monitoring

26 papers

Top Topics (10)

Animal Behavior and Welfare Studies9
Animal Nutrition and Physiology5
Food Supply Chain Traceability2
Computer Vision and Pattern Recognition2
Milk Quality and Mastitis in Dairy Cows2
Agriculture Sustainability and Environmental Impact1
Robotics1
Applications1
Genetic and phenotypic traits in livestock1
Animal Genetics and Reproduction1

Top Publications (20)

1.A Benchmark and Cross-Camera Protocol for Open-Set Re-Identification of Holstein Cattle: Synchronized Multi-View Capture and Viewpoint-Invariant Alignment2.DMFRNet: Dynamic Multi-Scale Feature Reweighting Network for Dairy Cow Detection3.UGT-YOLO: A Multi-Strategy Fusion Model for Automated Dairy Cow Body Condition Scoring4.Boundary-Enhanced Segmentation of Pig Point Clouds in Commercial Housing Environments5.Head–Body–Tail Segmentation of Poultry 3D Point Clouds Under Different Annotation Budgets: A Comparison of PCA-Based Rules and PointNet++-Based Methods6.Validating Foundation Models for Automated Cattle Detection7.DA-NBV: A Direction-Aware Next-Best-View Planner for Efficient 3D Reconstruction of Ships at Sea8.A Gaussian Process Model of 3D Udder Point Clouds for Teat Length Phenotyping in Dairy Cows9.Robust Tracking and Quantification of Open-Beak Behavior for Heat Stress Assessment in Multi-Tier Caged Rearing Broiler Breeders via Mobile Inspection10.High-throughput in vivo phenotyping of chicken carcass traits based on digital radiographic imaging11.Advanced 3D Horse Reconstruction: Integrating Image-to-3D Modelling and Non-Rigid Registration for On-Barn Body Measurements12.Sensor prototype development for automated monitoring of integument damage of laying hens using artificial intelligence models13.Sensor prototype development for automated monitoring of integument damage of laying hens using artificial intelligence models14.Toward intelligent pig farming: Advancing health and welfare monitoring through computer vision–based behavioral analysis15.Real-Time Automated Body Condition Scoring of Dairy Cows in a Commercial Rotary Milking Parlor Using RGB-D Two-Stream Deep Learning16.A lightweight DDC-YOLO and inspection-robot system for dead broiler detection in caged broiler houses17.Recognition of Posture Transition Behavior in Sows Approaching Parturition Based on YOLOv11 and a Multi-Scale RGB–Flow Cross-Modal Temporal Network18.Artificial Intelligence and Imaging for Poultry Egg and Embryo Assessment: A Systematic Review and Meta-Analysis19.A Method for Detecting Cattle Behaviors Based on RGB-Depth Dual-Modal Information Fusion20.MSPFormer: An enhanced multi-scale and semantic-preserving transformer for sheep ownership identification in precision livestock farming

Sub-Regions (6)

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