Armando Sousa

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Auxiliary Professor

Universidade do Porto Faculdade de Engenharia

Portugal

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Armando Sousa is an Auxiliary Professor at Universidade do Porto Faculdade de Engenharia in Portugal. His research interests encompass the integration of ethics and sustainability in electrical engineering, artificial intelligence applications in additive manufacturing, and the interdisciplinary aspects of engineering education. Recent publications include works on multimodal alignment in directed energy deposition and the application of AI and computer vision techniques in quality assessment.

Recent Grants

Grant: Close

rePLANt - Integrated management for forest and fire - Mobilizador para a gestão integrada da floresta e do fogo (Ref 14/SI/2019)

Open Date: 2020-07-01

Close Date: 2023-01-01

Grant: Close

IntellWheels2.0 Intelligent Multimodal WheelChair - Cadeira de Rodas Inteligente com Interface Multimodal - Flexível e Simulador Realista

Open Date: 2019-01-01

Close Date:

Grant: Close

Verificação de Segurança para Software Robótico

Open Date: 2018-07-01

Close Date: 2021-06-01

Grant: Close

ColRobot - Collaborative Robotics For Assembly And Kitting In Smart Manufacturing

Open Date: 2016-01-01

Close Date: 2019-01-01

Grant: Close

STAMINA - Sustainable and reliable robotics for part handling in manufacturing automation

Open Date: 2013-10-01

Close Date: 2017-03-01

Armando Sousa

Research Interests

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Recent Grants

Articles (23)

Using interdisciplinarity to promote the interconnection between ethics, sustainability and electrical engineering through electrical installations

JEMA-SINDYc: End-to-end Control using Joint Embedding Multimodal Alignment in Directed Energy Deposition

Gen-JEMA: enhanced explainability using generative joint embedding multimodal alignment for monitoring directed energy deposition

Spray Quality Assessment on Water-Sensitive Paper Comparing AI and Classical Computer Vision Methods

Artificial Intelligence for Control in Laser-Based Additive Manufacturing: A Systematic Review

Artificial Intelligence for Control in Laser-Based Additive Manufacturing: A Systematic Review

Human-in-the-loop Multi-objective Bayesian Optimization for Directed Energy Deposition with in-situ monitoring

The underlying potential of NLP for microcontroller programming education

Decentring engineering education beyond the technical dimension: ethical skills framework

CO2 Emissions Resulting from Large-Scale Integration of Electric Vehicles Using a Macro Perspective

An educational board game to promote the engagement of electric engineering students in ethical building of a sustainable and fair future

YOLO-Based Tree Trunk Types Multispectral Perception: A Two-Genus Study at Stand-Level for Forestry Inventory Management Purposes

Decentring engineering education beyond the technical dimension: ethical skills framework

Pedagogical innovation to captivate students to ethics education in engineering

Edge AI-Based Tree Trunk Detection for Forestry Monitoring Robotics

Contactless Soil Moisture Mapping Using Inexpensive Frequency-Modulated Continuous Wave RADAR for Agricultural Purposes

Using Simulation to Evaluate a Tube Perception Algorithm for Bin Picking

Unimodal and Multimodal Perception for Forest Management: Review and Dataset

Bringing Semantics to the Vineyard: An Approach on Deep Learning-Based Vine Trunk Detection

Visible and Thermal Image-Based Trunk Detection with Deep Learning for Forestry Mobile Robotics

A Comparative Analysis for 2D Object Recognition: A Case Study with Tactode Puzzle-Like Tiles

Design and Comparison of Image Hashing Methods: A Case Study on Cork Stopper Unique Identification

Measuring Canopy Geometric Structure Using Optical Sensors Mounted on Terrestrial Vehicles: A Case Study in Vineyards

Collaborators (8)

Gonçalo Leão

Germano Veiga

Mário Alves

José Boaventura-Cunha

Eduardo Solteiro Pires

Vítor Filipe

Mario Cunha

Paulo Moura Oliveira

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