Tiago Rodrigues de Almeida

Tiago Rodrigues de Almeida
Örebro University | oru · Center for Applied Autonomous Sensor Systems (AASS)

PhD Student in Computer Science

About

10
Publications
4,638
Reads
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27
Citations
Citations since 2017
10 Research Items
27 Citations
201720182019202020212022202302468
201720182019202020212022202302468
201720182019202020212022202302468
201720182019202020212022202302468
Introduction
I am currently working on my PhD focused on Machine Learning.
Additional affiliations
September 2019 - August 2020
University of Aveiro
Position
  • Researcher
Description
  • T.6.3.3 - Development of a flexible and low-cost localization and navigation system for PPS6 of theProdutech II SIF 24541 project.
July 2018 - August 2018
Renault
Position
  • Summer Trainee
Description
  • Implementation of an artificial vision station on a production line for quality control.
Education
October 2020 - September 2025
Örebro University
Field of study
  • Computer Science
September 2014 - July 2019
University of Aveiro
Field of study
  • Mechanical Engineering

Publications

Publications (10)
Thesis
Full-text available
Road detection is a crucial concern in Autonomous Navigation and Driving Assistance. Despite the multiple existing algorithms to detect the road, the literature does not offer a single effective algorithm for all situations. A global more robust set-up would count on multiple distinct algorithms running in parallel, or even from multiple cameras. T...
Conference Paper
Full-text available
Road detection is a crucial concern in Autonomous Navigation and Driving Assistance. Despite the multiple existing algorithms to detect the road, the literature does not offer a single effective algorithm for all situations. A global more robust setup would count on multiple distinct algorithms running in parallel, or even from multiple cameras. Th...
Conference Paper
Full-text available
Visual based navigation in industrial environments has been a challenge because of the complex and unstructured nature of the surroundings that Automated Guided Vehicles (AGV) and autonomous robots have to traverse in a continuous routine in many production facilities. Since natural landmarks are still a huge challenge due to the highly dynamic con...
Article
Full-text available
One of the most important challenges for Autonomous Driving and Driving Assistance systems is the detection of the road to perform or monitor navigation. Many works can be found in the literature to perform road and lane detection, using both algorithmic processing and learning based techniques. However, no single solution is mentioned to be applic...
Article
Full-text available
Data Matrix patterns imprinted as passive visual landmarks have shown to be a valid solution for the self-localization of Automated Guided Vehicles (AGVs) in shop floors. However, existing Data Matrix decoding applications take a long time to detect and segment the markers in the input image. Therefore, this paper proposes a pipeline where the dete...
Preprint
Full-text available
Rapid development of social robots stimulates active research in human motion modeling, interpretation and prediction, proactive collision avoidance, human-robot interaction and co-habitation in shared spaces. Modern approaches to this end require high quality datasets for training and evaluation. However, the majority of available datasets suffers...
Article
Full-text available
Laser processing is a rapidly growing key technology driven by several advantages such as cost and performance. Laser welding presents numerous advantages in comparison with other welding technologies, providing high reliability and cost-effective solutions. Significant interest in this technology, combined with the increasing demand for high-stren...
Chapter
Road detection is a crucial concern in Autonomous Navigation and Driving Assistance. Despite the multiple existing algorithms to detect the road, the literature does not offer a single effective algorithm for all situations. A global more robust set-up would count on multiple distinct algorithms running in parallel, or even from multiple cameras. T...
Article
Avaliação de um algoritmo de otimização e sua implementação em problemas distintos TLBO aplicado a um processo de torneamento e ao tempo de viagem de um estafeta Afonso Castro · Tiago Almeida Submetido: 15/01/2019 Resumo O presente projeto baseia-se na seleção de um tipo de algoritmo de otimização e a sua imple-mentação em três problemas distintos....

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Projects

Projects (2)