15 citations · 29 across the 4 of their papers we have counts for
4 papers
A multi-head deep fusion model for recognition of cattle foraging events using sound and movement signals
Mariano Ferrero, José Omar Chelotti, Luciano Sebastián Martinez-Rau +5
Monitoring feeding behaviour is a relevant task for efficient herd management and the effective use of available resources in grazing cattle. The ability to automatically recognise…
Survey of Quantization Techniques for On-Device Vision-based Crack Detection
Yuxuan Zhang, Luciano Sebastian Martinez-Rau, Quynh Nguyen Phuong Vu +2
Structural Health Monitoring (SHM) ensures the safety and longevity of infrastructure by enabling timely damage detection. Vision-based crack detection, combined with UAVs, address…
Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis
Uditha Muthumala, Yuxuan Zhang, Luciano Sebastian Martinez-Rau +1
This paper compares machine learning approaches with different input data formats for the classification of acoustic emission (AE) signals. AE signals are a promising monitoring te…
A noise-robust acoustic method for recognizing foraging activities of grazing cattle
Luciano S. Martinez-Rau, José O. Chelotti, Mariano Ferrero +5
Farmers must continuously improve their livestock production systems to remain competitive in the growing dairy market. Precision livestock farming technologies provide individuali…