An online method for estimating grazing and rumination bouts using acoustic signals in grazing cattle JO Chelotti, SR Vanrell, LSM Rau, JR Galli, AM Planisich, SA Utsumi, ...
Computers and Electronics in Agriculture 173, 105443, 2020
43 2020 Developments on real-time monitoring of grazing cattle feeding behavior using sound LS Martínez-Rau, JO Chelotti, SR Vanrell, LL Giovanini
2020 IEEE International Conference on Industrial Technology (ICIT), 771-776, 2020
18 2020 Livestock feeding behaviour: A review on automated systems for ruminant monitoring JO Chelotti, LS Martinez-Rau, M Ferrero, LD Vignolo, JR Galli, ...
Biosystems Engineering 246, 150-177, 2024
11 * 2024 A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals LS Martinez-Rau, JO Chelotti, SR Vanrell, JR Galli, SA Utsumi, ...
Computers and Electronics in Agriculture 192, 106569, 2022
11 2022 A full end-to-end deep approach for detecting and classifying jaw movements from acoustic signals in grazing cattle M Ferrero, LD Vignolo, SR Vanrell, LS Martinez-Rau, JO Chelotti, JR Galli, ...
Engineering Applications of Artificial Intelligence 121, 106016, 2023
9 2023 Using segment-based features of jaw movements to recognise foraging activities in grazing cattle JO Chelotti, SR Vanrell, LS Martinez-Rau, JR Galli, SA Utsumi, ...
Biosystems Engineering 229, 69-84, 2023
9 2023 A 4 LS Martinez-Rau, M Weißbrich, G Payá-Vayá
Journal of Signal Processing Systems 95 (4), 407-424, 2023
8 2023 Daylong acoustic recordings of grazing and rumination activities in dairy cows LS Martinez-Rau, JO Chelotti, M Ferrero, SA Utsumi, AM Planisich, ...
Scientific Data 10 (1), 782, 2023
6 2023 Real-time acoustic monitoring of foraging behavior of grazing cattle using low-power embedded devices LS Martinez-Rau, V Adın, LL Giovanini, B Oelmann, S Bader
2023 IEEE Sensors Applications Symposium (SAS), 01-06, 2023
6 2023 On-Device Feeding Behavior Analysis of Grazing Cattle LS Martinez-Rau, JO Chelotti, LL Giovanini, V Adin, B Oelmann, S Bader
IEEE Transactions on Instrumentation and Measurement, 2024
5 2024 A noise-robust acoustic method for recognizing foraging activities of grazing cattle LS Martinez-Rau, JO Chelotti, M Ferrero, JR Galli, SA Utsumi, ...
Computers and Electronics in Agriculture 229, 109692, 2025
2 2025 Tinyml anomaly detection for industrial machines with periodic duty cycles LS Martinez-Rau, Y Zhang, B Oelmann, S Bader
2024 IEEE Sensors Applications Symposium (SAS), 1-6, 2024
2 2024 Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis U Muthumala, Y Zhang, LS Martinez-Rau, S Bader
2024 IEEE 10th World Forum on Internet of Things (WF-IoT), 444-449, 2024
1 2024 Enabling Autonomous Structural Inspections with Tiny Machine Learning on UAVs Y Zhang, LS Martinez-Rau, B Oelmann, S Bader
2024 IEEE Sensors Applications Symposium (SAS), 1-6, 2024
1 2024 On-device Autonomous Vision-based Crack Detection using TinyML Y Zhang, L Martinez Rau, B Oelmann, S Bader
1 2024 A Variable Gain and Bandwidth Fully Differential CMOS Neural Preamplifier LS Martínez-Rau
2020 Argentine Conference on Electronics (CAE), 47-52, 2020
1 2020 Survey of Quantization Techniques for On-Device Vision-based Crack Detection Y Zhang, LS Martinez-Rau, QNP Vu, B Oelmann, S Bader
arXiv preprint arXiv:2502.02269, 2025
2025 On-device Anomaly Detection in Conveyor Belt Operations LS Martinez-Rau, Y Zhang, B Oelmann, S Bader
arXiv preprint arXiv:2411.10729, 2024
2024 Desarrollo de un sensor inteligente para el monitoreo continuo de animales en pastoreo para ganadería de precisión LS Martínez Rau
2022 Acoustic Real-time Sensor for Ingestive Behaviour of Grazing Cattle LS Martínez-Rau, NN Deniz, JO Chelotti, LL Giovanini, PA Kler
IX Congreso de Microelectrónica Aplicada 2018, 2018
2018 
Leonardo GiovaniniResearch Institute for Signals, Systems and Computational IntelligenceEmail verificata su sinc.unl.edu.ar
