Alberto Tellaeche

Orcid: 0000-0001-9236-1951

According to our database1, Alberto Tellaeche authored at least 33 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep learning applications on cybersecurity: A practical approach.
Neurocomputing, January, 2024

2023
A Practical Approach on Performance Assessment of Federated Learning Algorithms for Defect Detection in Industrial Applications.
IEEE Access, 2023

On Selecting Optimal Hyperparameters for Reinforcement Learning Based Robotics Applications: A Practical Approach.
Proceedings of the 20th International Conference on Informatics in Control, 2023

2022
On the creation of a robotics software architecture for AI-based advanced applications.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021
On Combining Convolutional Autoencoders and Support Vector Machines for Fault Detection in Industrial Textures.
Sensors, 2021

Gesture-Based Human Machine Interaction Using RCNNs in Limited Computation Power Devices.
Sensors, 2021

Quality assessment methodology based on machine learning with small datasets: Industrial castings defects.
Neurocomputing, 2021

Content-Based Authorship Identification for Short Texts in Social Media Networks.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Fight Detection in Images Using Postural Analysis.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Deep Learning Applications on Cybersecurity.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
PIROS: Cooperative, Safe and Reconfigurable Robotic Companion for CNC Pallets Load/Unload Stations.
Proceedings of the Bringing Innovative Robotic Technologies from Research Labs to Industrial End-users, 2020

A Real Time Vision System Based on Deep Learning for Gesture Based Human Machine Interaction.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Effective Bin Picking Approach by Combining Deep Learning and Point Cloud Processing Techniques.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2018
Accuracy Evaluation of Dense Matching Techniques for Casting Part Dimensional Verification.
Sensors, 2018

2017
Close Range Photogrammetry for Direct Multiple Feature Positioning Measurement without Targets.
J. Sensors, 2017

2016
Robust 3D Object Model Reconstruction and Matching for Complex Automated Deburring Operations.
J. Imaging, 2016

Use of machine vision in collaborative robotics: An industrial case.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Enhancing safe human-robot collaboration through natural multimodal communication.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
Human robot interaction in industrial robotics. Examples from research centers to industry.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014
6DOF pose estimation of objects for robotic manipulation. A review of different options.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
Machine learning algorithms for quality control in plastic molding industry.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012
Accurate Correction of Robot Trajectories Generated by Teaching Using 3D Vision by Laser Triangulation.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Robotics for the Benefit of Footwear Industry.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Robotic solutions for Footwear Industry.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
A computer vision approach for weeds identification through Support Vector Machines.
Appl. Soft Comput., 2011

2010
Analysis of natural images processing for the extraction of agricultural elements.
Image Vis. Comput., 2010

On combining vision-based hybrid classifiers for weeds detection in precision agriculture.
Int. J. Reason. based Intell. Syst., 2010

Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

3D machine vision and artificial neural networks for quality inspection in mass production pieces.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2008
A Vision-Based Hybrid Classifier for Weeds Detection in Precision Agriculture Through the Bayesian and Fuzzy k-Means Paradigms.
Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

A vision-based method for weeds identification through the Bayesian decision theory.
Pattern Recognit., 2008

Optimisation of natural images processing using different evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008


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