alberto tellaeche iglesias

Imagen del investigador alberto tellaeche iglesias

PhD. Eng. Alberto Tellaeche Iglesias (male) holds a M.Sc in Automation and Electronics Engineering, obtained in the University of Deusto (2001), and a Ph.D. in Systems Engineering and Automation from the Computer Science faculty in the UNED (2008) with maximum qualification and honours, obtained with a research based in machine vision and pattern recognition techniques.He has more than 17 years of experience working for industrial companies, the last 12 years inTekniker foundation as a researcher, in the Smart and Autonomous Systems unit, working in machine vision, robotics, industrial computing and pattern recognition systems.He has also been a part time lecturer at the University of Deusto from 2010, in the department of Computer Science, Electronics and Communication Technologies, teaching Machine Vision and Robotics. Since 2019, he is a full time lecturer at the same university. He has numerous papers in peer reviewed international journals and contributions to several congresses related to his field of expertise, and a H-index of 12 with more than 1000 citations according to Google Scholar. He has also participated in many research projects in calls such as european FP7 and H2020, and also in national calls.

Publications

Using Federated Learning Techniques to generalize Reinforcement Learning approaches

Tellaeche Iglesias, Alberto; Fidalgo Astorquia, Ignacio; Vazquez Gomez, Juan-Ignacio; Gaviria De La Puerta, José

Congress name: Using Federated Learning Techniques to generalize Reinforcement Learning approaches / Country: España / Web: https://haisconference.eu/ / Publication name: Using Federated Learning Techniques to generalize Reinforcement Learning approaches / Start date: 2024/10/09 / End date: 2024/10/11

10 años formando ingenieros/as en el Máster Universitario en Automatización, Electrónica y Control Industrial

Hernandez Jayo, Unai; Garcia Zubia, Javier; Angulo Martinez, Ignacio; Garcia Quintanilla, Jose Ignacio; Landaluce Simon, Hugo; Revilla Ocejo, Julio Manuel; Tellaeche Iglesias, Alberto; Macarulla Arenaza, Ana M; Gutiérrez Olabarria, José Angel

Congress name: 10 años formando ingenieros/as en el Máster Universitario en Automatización, Electrónica y Control Industrial / Country: España / Web: https://congresotaee.es/ / Publication name: 10 años formando ingenieros/as en el Máster Universitario en Automatización, Electrónica y Control Industrial / Start date: 2024/06/26 / End date: 2024/06/28

On Selecting Optimal Hyperparameters for Reinforcement Learning Based Robotics Applications: A Practical Approach

Fidalgo Astorquia, Ignacio; Villate Villate, Guillermo; Tellaeche Iglesias, Alberto; Vazquez Gomez, Juan-Ignacio

Congress name: On Selecting Optimal Hyperparameters for Reinforcement Learning Based Robotics Applications: A Practical Approach / City: Rome / Country: Italia / Publication name: On Selecting Optimal Hyperparameters for Reinforcement Learning Based Robotics Applications: A Practical Approach / Start date: 2023/11/13 / End date: 2023/11/15

A method for multi-robot arm system implementation using the ROS framework

Fidalgo Astorquia, Ignacio; Tellaeche Iglesias, Alberto; Vazquez Gomez, Juan-Ignacio

Congress name: A method for multi-robot arm system implementation using the ROS framework / Country: España / Web: http://icmece.org/past-events / Publication name: A method for multi-robot arm system implementation using the ROS framework / Start date: 2022/10/06 / End date: 2022/10/07

On the creation of a robotics software architecture for AI-based advanced applications

Fidalgo Astorquia, Ignacio; Tellaeche Iglesias, Alberto; Sanz Urquijo, Borja; Vazquez Gomez, Juan-Ignacio; Pastor López, Iker

Congress name: On the creation of a robotics software architecture for AI-based advanced applications / City: Suttgart / Country: Alemania / Web: https://2022.ieee-etfa.org/ / Publication name: On the creation of a robotics software architecture for AI-based advanced applications / Start date: 2022/09/06 / End date: 2022/09/09

Fight Detection in Images Using Postural Analysis

Atxa Landa, Eneko; Gaviria De La Puerta, José; Lopez Gazpio, Iñigo; Pastor López, Iker; Tellaeche Iglesias, Alberto; Garcia Bringas, Pablo

Congress name: Fight Detection in Images Using Postural Analysis / Country: España / Publication name: Fight Detection in Images Using Postural Analysis / Date: 2021/09/01

Deep Learning Applications on Cybersecurity

Lago, Carlos; Romón Sagredo, Rafael; Pastor López, Iker; Sanz Urquijo, Borja; Tellaeche Iglesias, Alberto; Garcia Bringas, Pablo

Congress name: Deep Learning Applications on Cybersecurity / Country: España / Publication name: Deep Learning Applications on Cybersecurity / Date: 2021/09/01

Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities

Tellaeche Iglesias, Alberto; Pastor López, Iker; Sanz Urquijo, Borja; Garcia Bringas, Pablo

Congress name: Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities / Country: España / Publication name: Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities / Date: 2021/09/01

Content-Based Authorship Identification for Short Texts in Social Media Networks

Gaviria De La Puerta, José; Pastor López, Iker; Salcedo Hernandez, Javier; Tellaeche Iglesias, Alberto; Sanz Urquijo, Borja; Sanjurjo González, Hugo; Cuzzocrea, Alfredo; Garcia Bringas, Pablo

Congress name: Content-Based Authorship Identification for Short Texts in Social Media Networks / Country: España / Publication name: Content-Based Authorship Identification for Short Texts in Social Media Networks / Date: 2021/09/01

Effective Bin Picking approach by combining Deep Learning and Point Cloud Processing Techniques.

Tellaeche Iglesias, Alberto; Pastor López, Iker; Sanz Urquijo, Borja; Garcia Bringas, Pablo

Congress name: Effective Bin Picking approach by combining Deep Learning and Point Cloud Processing Techniques. / Country: España / Web: http://2020.haisconference.eu/ / Publication name: Effective Bin Picking approach by combining Deep Learning and Point Cloud Processing Techniques. / Start date: 2020/11/11 / End date: 2020/11/13

A real time vision system based on Deep Learning for gesture based human machine interaction

Tellaeche Iglesias, Alberto; Pastor López, Iker; Sanz Urquijo, Borja; Garcia Bringas, Pablo

Congress name: A real time vision system based on Deep Learning for gesture based human machine interaction / Country: España / Web: http://2020.haisconference.eu/ / Publication name: A real time vision system based on Deep Learning for gesture based human machine interaction / Start date: 2020/11/11 / End date: 2020/11/13

A flexible system for gesture based human-robot interaction

Tellaeche Iglesias, Alberto; Kildal, Johan; Maurtua, Iñaki

Congress name: A flexible system for gesture based human-robot interaction / City: Estocolmo / Country: Suecia / Publication name: A flexible system for gesture based human-robot interaction / Date: 2018/05/01

Potential users' key concerns and expectations for the adoption of cobots

Kildal, Johan; Tellaeche Iglesias, Alberto; Fernandez, Izaskun; Maurtua, Iñaki

Congress name: Potential users' key concerns and expectations for the adoption of cobots / City: Estocolmo / Country: Suecia / Publication name: Potential users' key concerns and expectations for the adoption of cobots / Date: 2018/05/01

Enhancing Safe Human-Robot Collaboration through Natural Multimodal Communication

Maurtua, Iñaki; Fernandez, Izaskun; Kildal, Johan; Susperregi, Loreto; Tellaeche Iglesias, Alberto; Ibarguren, Aitor

Congress name: Enhancing Safe Human-Robot Collaboration through Natural Multimodal Communication / City: Berlin / Country: Alemania / Publication name: Enhancing Safe Human-Robot Collaboration through Natural Multimodal Communication / Date: 2016/09/01

Use of machine vision in collaborative robotics: An industrial case

Tellaeche Iglesias, Alberto; Maurtua, Iñaki; Ibarguren, Aitor

Congress name: Use of machine vision in collaborative robotics: An industrial case / City: Berlin / Country: Alemania / Publication name: Use of machine vision in collaborative robotics: An industrial case / Date: 2016/09/01

Interacting with collaborative robots in industrial environments: A semantic approach

Maurtua, Iñaki; Fernandez, Izaskun; Kildal, Johan; Susperregi, Loreto; Tellaeche Iglesias, Alberto; Ibarguren, Aitor

Congress name: Interacting with collaborative robots in industrial environments: A semantic approach / City: Londres / Country: Reino Unido / Publication name: Interacting with collaborative robots in industrial environments: A semantic approach / Date: 2016/05/01

Human Robot interaction. Examples from research centers to industry

Tellaeche Iglesias, Alberto

Congress name: Human Robot interaction. Examples from research centers to industry / City: Luxemburgo / Country: Luxemburgo / Publication name: Human Robot interaction. Examples from research centers to industry / Start date: 2015/09/01 / End date: 2026/03/29

6DOF pose estimation of objects for robotic manipulation. A review of different options

Tellaeche Iglesias, Alberto

Congress name: 6DOF pose estimation of objects for robotic manipulation. A review of different options / Country: España / Publication name: 6DOF pose estimation of objects for robotic manipulation. A review of different options / Start date: 2014/09/01 / End date: 2026/03/29

Machine Learning Algorithms for Quality Control in Plastic Molding Industry

Tellaeche Iglesias, Alberto

Congress name: Machine Learning Algorithms for Quality Control in Plastic Molding Industry / City: Cagliari / Country: Italia / Publication name: Machine Learning Algorithms for Quality Control in Plastic Molding Industry / Start date: 2013/09/01 / End date: 2026/03/29

Rapid Data Acquistion for Complex Algorithm Testing in Plastic Molding Industry

Tellaeche Iglesias, Alberto

Congress name: Rapid Data Acquistion for Complex Algorithm Testing in Plastic Molding Industry / City: Estocolmo / Country: Suecia / Publication name: Rapid Data Acquistion for Complex Algorithm Testing in Plastic Molding Industry / Start date: 2013/07/01 / End date: 2026/03/29

Robotics for the benefit of footwear industry

Tellaeche Iglesias, Alberto

Congress name: Robotics for the benefit of footwear industry / ISBN: 978-3-642-33514-3 / City: Montreal / Country: Canada / Publication name: Robotics for the benefit of footwear industry / Start date: 2012/10/01 / End date: 2026/03/29

Accurate correction of robot trajectories generated by teaching using 3D vision by laser triangulation

Tellaeche Iglesias, Alberto

Congress name: Accurate correction of robot trajectories generated by teaching using 3D vision by laser triangulation / ISBN: 978-3-642-33502-0 / City: Montreal / Country: Canada / Publication name: Accurate correction of robot trajectories generated by teaching using 3D vision by laser triangulation / Start date: 2012/10/01 / End date: 2026/03/29

The potential of optical on-line sensor systems for monitoring of lubricating oil in aircraft gas turbines

Tellaeche Iglesias, Alberto

Congress name: The potential of optical on-line sensor systems for monitoring of lubricating oil in aircraft gas turbines / City: Biarritz / Country: Francia / Publication name: The potential of optical on-line sensor systems for monitoring of lubricating oil in aircraft gas turbines / Start date: 2012/10/01 / End date: 2026/03/29

Robotics Solutions for Footwear Industry

Tellaeche Iglesias, Alberto

Congress name: Robotics Solutions for Footwear Industry / ISBN: 978-1-4673-4735-8 / City: Krakow / Country: Polonia / Publication name: Robotics Solutions for Footwear Industry / Start date: 2012/09/01 / End date: 2026/03/29

Machine learning and multivariate calibration techniques applied to Kiwifruit brix content monitoring with near infrared spectroscopy

Tellaeche Iglesias, Alberto

Congress name: Machine learning and multivariate calibration techniques applied to Kiwifruit brix content monitoring with near infrared spectroscopy / City: Budapest / Country: Hungria / Publication name: Machine learning and multivariate calibration techniques applied to Kiwifruit brix content monitoring with near infrared spectroscopy / Start date: 2012/06/01 / End date: 2026/03/29

Accurate manual guided robot programming and trajectory correction using 3D vision by laser triangulation

Tellaeche Iglesias, Alberto

Congress name: Accurate manual guided robot programming and trajectory correction using 3D vision by laser triangulation / City: St. Paul / Country: Estados Unidos De America / Publication name: Accurate manual guided robot programming and trajectory correction using 3D vision by laser triangulation / Start date: 2012/05/01 / End date: 2026/03/29

3D machine vision and Artificial Neural Networks for quality inspection in mass production pieces

Tellaeche Iglesias, Alberto

Congress name: 3D machine vision and Artificial Neural Networks for quality inspection in mass production pieces / ISBN: 978-1-4244-6849-2 / Country: España / Publication name: 3D machine vision and Artificial Neural Networks for quality inspection in mass production pieces / Start date: 2010/09/01 / End date: 2026/03/29

Automatic Quality Inspection of Percussion Cap Mass Production by means of 3D Machine Vision and Machine Learning Techniques

Tellaeche Iglesias, Alberto

Congress name: Automatic Quality Inspection of Percussion Cap Mass Production by means of 3D Machine Vision and Machine Learning Techniques / ISBN: 978-3-642-13768-6 / Country: España / Publication name: Automatic Quality Inspection of Percussion Cap Mass Production by means of 3D Machine Vision and Machine Learning Techniques / Date: 2010/06/01

Automatic Inspection of percussion caps by means of combined 2D and 3D machine vision techniques

Tellaeche Iglesias, Alberto

Congress name: Automatic Inspection of percussion caps by means of combined 2D and 3D machine vision techniques / City: Roma / Country: Italia / Publication name: Automatic Inspection of percussion caps by means of combined 2D and 3D machine vision techniques / Start date: 2010/05/01 / End date: 2026/03/29

Optimisation of Natural Images Processing using different Evolutionary Algorithms

Tellaeche Iglesias, Alberto

Congress name: Optimisation of Natural Images Processing using different Evolutionary Algorithms / ISBN: 978-1-4244-1823-7 / City: Hong Kong / Country: China / Publication name: Optimisation of Natural Images Processing using different Evolutionary Algorithms / Start date: 2008/06/01 / End date: 2026/03/29

Procesamiento de Imagen para Estimar la Cantidad de Malas Hierbas Gramíneas en Cultivos de Cereal de Invierno

Tellaeche Iglesias, Alberto

Congress name: Procesamiento de Imagen para Estimar la Cantidad de Malas Hierbas Gramíneas en Cultivos de Cereal de Invierno / ISBN: 978-84-87787-24-9 / Country: España / Publication name: Procesamiento de Imagen para Estimar la Cantidad de Malas Hierbas Gramíneas en Cultivos de Cereal de Invierno / Date: 2007/11/01

A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture through the Bayesian and Fuzzy k-Means paradigms

Tellaeche Iglesias, Alberto

Congress name: A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture through the Bayesian and Fuzzy k-Means paradigms / ISBN: 978-3-540-74971-4 / Country: España / Publication name: A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture through the Bayesian and Fuzzy k-Means paradigms / Start date: 2007/11/01 / End date: 2026/03/29

A Vision-based Classifier in Precision Agriculture Combining Bayes and Support Vector Machines

Tellaeche Iglesias, Alberto

Congress name: A Vision-based Classifier in Precision Agriculture Combining Bayes and Support Vector Machines / ISBN: 1-4244-0829-6 / Country: España / Publication name: A Vision-based Classifier in Precision Agriculture Combining Bayes and Support Vector Machines / Date: 2007/10/01

On Combining Support Vector Machines and Fuzzy K-Means in Vision-based Precision Agriculture

Tellaeche Iglesias, Alberto

Congress name: On Combining Support Vector Machines and Fuzzy K-Means in Vision-based Precision Agriculture / ISBN: 978-975-01752-1-3 / City: Praga / Country: Republica Checa / Publication name: On Combining Support Vector Machines and Fuzzy K-Means in Vision-based Precision Agriculture / Start date: 2007/07/01 / End date: 2026/03/29

Segmentación de imágenes para Agricultura selectiva

Tellaeche Iglesias, Alberto

Congress name: Segmentación de imágenes para Agricultura selectiva / ISBN: 84-689-9417-0 / Country: España / Publication name: Segmentación de imágenes para Agricultura selectiva / Date: 2006/06/01

Participación en Tribunal de Tesis Doctoral "Medical Devices with Embedded Electronics: Design and Development Methodology for Start-Ups"

TELLAECHE IGLESIAS, ALBERTO

Merit type: Mérito De Investigación / Start date: 2023/07/12 / End date: 2026/03/29