Magno Guedes

Engineering · Physical Sciences

10h-index246citations21works2.02yr avg
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Research Topics

Robotics and Sensor-Based Localization(7), Manufacturing Process and Optimization(6), Industrial Vision Systems and Defect Detection(5), Visual Attention and Saliency Detection(4), Digital Transformation in Industry(3)

Publications21 total

Generic FPGA Pre-Processing Image Library for Industrial Vision Systems
Sensors·2024· 2 citedOpen Access
Visual color inspection with a hyperspectral camera: inline application for automotive parts production
Research and Review Journal of Nondestructive Testing·2023Open Access
Cloud-Based Machine Learning Application for Predicting Energy Consumption in Automotive Spot Welding
Processes·2023· 4 citedOpen Access
Simulation-Based Data Augmentation for the Quality Inspection of Structural Adhesive With Deep Learning
2021· 1 citedOpen Access
Event-Driven Interoperable Manufacturing Ecosystem for Energy Consumption Monitoring
Energies·2021· 18 citedOpen Access
Automatic detection of Acacia longifolia invasive species based on UAV-acquired aerial imagery
Information Processing in Agriculture·2021· 31 citedOpen Access
Simulation-based Data Augmentation for the Quality Inspection of Structural Adhesive with Deep Learning
2021· 1 citedOpen Access
Simulation-Based Data Augmentation for the Quality Inspection of Structural Adhesive With Deep Learning
2021· 3 citedOpen Access
Generative Adversarial Networks for Data Augmentation in Structural Adhesive Inspection
Applied Sciences·2021· 19 citedOpen Access
Simulation-Based Data Augmentation for the Quality Inspection of Structural Adhesive With Deep Learning
IEEE Access·2021· 23 citedOpen Access
Towards a Common Manufacturing Service Bus to Enable Flexible Plug-and-Produce Automation
International Symposium on Robotics·2018· 4 cited
Device adapter concept towards enabling plug&produce production environments
2017· 28 cited
An AutomationML model for plug-and-produce assembly systems
2017· 22 citedOpen Access
Sediment Sampling in Estuarine Mudflats with an Aerial-Ground Robotic Team
Sensors·2016· 15 citedOpen Access
An Aerial-Ground Robotic Team for Systematic Soil and Biota Sampling in Estuarine Mudflats
Advances in intelligent systems and computing·2015· 8 cited
Online self-reconfigurable robot navigation in heterogeneous environments
2013· 8 citedOpen Access
ARES-III: A versatile multi-purpose all-terrain robot
2012· 10 cited
Stereo‐based all‐terrain obstacle detection using visual saliency
Journal of Field Robotics·2010· 25 cited
A saliency-based solution for robust off-road obstacle detection
2010· 15 cited
Vision based obstacle detection for all-terrain robots
Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)·2009Open Access
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Frequent Co-authors

José Barata(14), Pedro Santana(8), Ricardo Silva Peres(6), Luís Correia(4), Pedro Deusdado(4), Francisco Marques(4), André Lourenço(4), Fábio Miranda(3), Eduardo Pinto(3), Ricardo Mendonça(3), Luís Flores(3), Fábio Miranda(3), Kirill Dorofeev(2), Pedro Ferreira(2), Sara Oleiro Araújo(2), André Dionísio Rocha(2), Nelson Freitas(2), Duarte Alemão(2), Renato Martins(2), André Silva(2)