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ORCIDLuciano Martínez Rau
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2020 – today
- 2025
[j6]Luciano S. Martínez Rau
, José O. Chelotti, Mariano Ferrero, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Hugo Leonardo Rufiner, Leonardo L. Giovanini:
A noise-robust acoustic method for recognizing foraging activities of grazing cattle. Comput. Electron. Agric. 229: 109692 (2025)- [c9]Yuxuan Zhang, Luciano Sebastian Martínez Rau, Quynh Nguyen Phuong Vu, Bengt Oelmann, Sebastian Bader:
Survey of Quantization Techniques for On-Device Vision-based Crack Detection. I2MTC 2025: 1-6 - [c8]Luciano Sebastian Martínez Rau, Yuxuan Zhang, Quynh Nguyen Phuong Vu, Bengt Oelmann, Sebastian Bader:
An On-Device Hybrid Machine Learning Approach for Anomaly Detection in Conveyor Belt Operations. I2MTC 2025: 1-6 - [c7]Quynh Nguyen Phuong Vu, Luciano Sebastian Martínez Rau, Yuxuan Zhang, Nho-Duc Tran, Bengt Oelmann, Michele Magno, Sebastian Bader:
Efficient Continual Learning in Keyword Spotting using Binary Neural Networks. SAS 2025: 1-6 - [c6]Yuxuan Zhang, Ye Xu, Luciano Sebastian Martínez Rau, Quynh Nguyen Phuong Vu, Bengt Oelmann, Sebastian Bader:
On-Device Crack Segmentation for Edge Structural Health Monitoring. SAS 2025: 1-6 - [c5]Mariano Ferrero, Luciano Sebastian Martínez Rau, Leandro Daniel Vignolo, José Omar Chelotti, Julio R. Galli, Sebastian Bader, Leonardo Luis Giovanini, Hugo Leonardo Rufiner:
Transfer Learning and Sensor Fusion for Cattle Monitoring: An IoT-Driven Approach for Sustainable Livestock Farming. WF-IoT 2025: 1-6 - [c4]Luciano Sebastian Martínez Rau, Quynh Nguyen Phuong Vu, Yuxuan Zhang, Bengt Oelmann, Sebastian Bader:
Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning. WF-IoT 2025: 1-6 - [i10]Yuxuan Zhang, Luciano S. Martínez Rau, Quynh Nguyen Phuong Vu, Bengt Oelmann, Sebastian Bader:
Survey of Quantization Techniques for On-Device Vision-based Crack Detection. CoRR abs/2502.02269 (2025) - [i9]Quynh Nguyen Phuong Vu, Luciano S. Martínez Rau, Yuxuan Zhang, Nho-Duc Tran, Bengt Oelmann, Michele Magno, Sebastian Bader:
Efficient Continual Learning in Keyword Spotting using Binary Neural Networks. CoRR abs/2505.02469 (2025) - [i8]Yuxuan Zhang, Ye Xu, Luciano S. Martínez Rau, Quynh Nguyen Phuong Vu, Bengt Oelmann, Sebastian Bader:
On-Device Crack Segmentation for Edge Structural Health Monitoring. CoRR abs/2505.07915 (2025) - [i7]Luciano S. Martínez Rau, Quynh Nguyen Phuong Vu, Yuxuan Zhang, Bengt Oelmann, Sebastian Bader:
Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning. CoRR abs/2505.09304 (2025) - [i6]Mariano Ferrero, José Omar Chelotti, Luciano S. Martínez Rau, Leandro Daniel Vignolo, Martín Pires, Julio R. Galli, Leonardo Luis Giovanini, Hugo Leonardo Rufiner:
A multi-head deep fusion model for recognition of cattle foraging events using sound and movement signals. CoRR abs/2505.10198 (2025) - 2024
- [j5]Luciano S. Martínez Rau, José O. Chelotti, Leonardo L. Giovanini, Veysi Adin, Bengt Oelmann, Sebastian Bader:
On-Device Feeding Behavior Analysis of Grazing Cattle. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [c3]Uditha Muthumala, Yuxuan Zhang, Luciano Martínez Rau, Sebastian Bader:
Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis. WF-IoT 2024: 444-449 - [i5]Luciano S. Martínez Rau, Yuxuan Zhang, Bengt Oelmann, Sebastian Bader:
On-device Anomaly Detection in Conveyor Belt Operations. CoRR abs/2411.10729 (2024) - [i4]Uditha Muthumala, Yuxuan Zhang, Luciano Martínez Rau, Sebastian Bader:
Comparison of Tiny Machine Learning Techniques for Embedded Acoustic Emission Analysis. CoRR abs/2411.17733 (2024) - 2023
- [j4]Jose Maria Ferrero, Leandro Daniel Vignolo, Sebastián R. Vanrell, Luciano S. Martínez Rau, José O. Chelotti, Julio R. Galli, Leonardo L. Giovanini, Hugo Leonardo Rufiner:
A full end-to-end deep approach for detecting and classifying jaw movements from acoustic signals in grazing cattle. Eng. Appl. Artif. Intell. 121: 106016 (2023) - [j3]Luciano S. Martínez Rau, Moritz Weißbrich, Guillermo Payá-Vayá:
A 4μW Low-Power Audio Processor System for Real-Time Jaw Movements Recognition in Grazing Cattle. J. Signal Process. Syst. 95(4): 407-424 (2023) - [c2]Luciano S. Martínez Rau, Veysi Adin, Leonardo Luis Giovanini, Bengt Oelmann, Sebastian Bader:
Real-Time Acoustic Monitoring of Foraging Behavior of Grazing Cattle Using Low-Power Embedded Devices. SAS 2023: 1-6 - [i3]Luciano S. Martínez Rau, José O. Chelotti, Mariano Ferrero, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Hugo Leonardo Rufiner, Leonardo L. Giovanini:
A noise-robust acoustic method for recognition of foraging activities of grazing cattle. CoRR abs/2304.14824 (2023) - [i2]José O. Chelotti, Luciano Martínez Rau, Mariano Ferrero, Leandro Daniel Vignolo, Julio R. Galli, Alejandra M. Planisich, Hugo Leonardo Rufiner, Leonardo L. Giovanini:
Livestock feeding behavior: A tutorial review on automated techniques for ruminant monitoring. CoRR abs/2312.09259 (2023) - 2022
- [j2]Luciano Martínez Rau, José O. Chelotti, Sebastián R. Vanrell, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Hugo Leonardo Rufiner, Leonardo L. Giovanini:
A robust computational approach for jaw movement detection and classification in grazing cattle using acoustic signals. Comput. Electron. Agric. 192: 106569 (2022) - [i1]José O. Chelotti, Sebastián R. Vanrell, Luciano S. Martínez Rau, Julio R. Galli, Santiago A. Utsumi, Alejandra M. Planisich, Suyai A. Almirón, Diego H. Milone, Leonardo L. Giovanini, Hugo Leonardo Rufiner:
Using segment-based features of jaw movements to recognize foraging activities in grazing cattle. CoRR abs/2204.00331 (2022) - 2020
- [j1]José O. Chelotti, Sebastián R. Vanrell, Luciano Martínez Rau, Julio R. Galli, Alejandra M. Planisich, Santiago A. Utsumi, Diego H. Milone, Leonardo L. Giovanini, Hugo Leonardo Rufiner:
An online method for estimating grazing and rumination bouts using acoustic signals in grazing cattle. Comput. Electron. Agric. 173: 105443 (2020) - [c1]Luciano Martínez Rau, José Omar Chelotti, Sebastián Rodrigo Vanrell, Leonardo Luis Giovanini:
Developments on real-time monitoring of grazing cattle feeding behavior using sound. ICIT 2020: 771-776
Coauthor Index
aka: Leonardo Luis Giovanini
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