Personal profile
ShortBio
Daniel Múgica Vargas is a Telecommunications Engineer, specializing in Telematics, from the Higher School of Telecommunications Engineering of Bilbao (UPV-EHU 1996). He began his professional career as a Researcher at Robotiker in 1994, where he participated in numerous R&D projects in the area of access networks and broadband networks. During this period, from 1994 to 2010, he gained extensive experience in the electronic (hardware) design of digital telecommunication systems and in the design of programmable logic systems (FPGAs). Between 1998 and 2000, he worked as a professor in the Department of Electronics and Telecommunications at the Faculty of Engineering of the University of Deusto.
He currently works as a senior Researcher in the DIGITAL unit of Tecnalia, developing artificial vision projects.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Research output
- 3 Article
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Taxonomic hierarchical loss function for enhanced crop and weed phenotyping in multi-task semantic segmentation
Picon, A., Mugica, D., Eguskiza, I., Bereciartua-Perez, A., Romero, J., Jimenez, C. J., Klukas, C., Gomez-Zamanillo, L., Eggers, T. & Navarra-Mestre, R., Mar 2025, In: Smart Agricultural Technology. 10, 100761.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Estimation of flea beetle damage in the field using a multistage deep learning-based solution
Bereciartua-Pérez, A., Monzón, M., Múgica, D., De Both, G., Baert, J., Hedges, B., Fox, N., Echazarra, J. & Navarra-Mestre, R., Sept 2024, In: Artificial Intelligence in Agriculture. 13, p. 18-31 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)1 Downloads (Pure) -
Design and integration of WAAM technology and in situ monitoring system in a gantry machine
Artaza, T., Alberdi, A., Murua, M., Gorrotxategi, J., Frías, J., Puertas, G., Melchor, M. A., Mugica, D. & Suárez, A., 2017, In: Procedia Manufacturing. 13, p. 778-785 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile44 Citations (Scopus)17 Downloads (Pure)