Hugo Fernandes

Prof. Hugo Fernandes


Research Focus & Metrics

Academic Career Length

18Years (2009-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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28 August 2017 in Universal Access in the Information Society
Verified
Journal Article
Closed access
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HFHugo Fernandes
Hugo Fernandes
PCPaulo Costa
Paulo Costa
Vítor Jesus FilipeVítor Jesus Filipe
Vítor Jesus Filipe
Hugo ParedesHugo Paredes
Hugo Paredes
JBJoão Barroso
João Barroso

1 January 2012 in Procedia Computer Science
Verified
Journal Article
Open access
Vítor Jesus FilipeVítor Jesus Filipe
Vítor Jesus Filipe
FFFilipe Fernandes
Filipe Fernandes
HFHugo Fernandes
Hugo Fernandes
ASAntónio Sousa
António Sousa
Hugo ParedesHugo Paredes
Hugo Paredes
JBJoão Barroso
João Barroso
This paper presents a system which extends the use of the traditional white cane by the blind for navigation purposes in indoor environments. Depth data of the scene in front of the user is acquired using the Microsoft Kinect sensor which is then mapped into a pattern representation. Using neural networks, the proposed system uses this information to extract relevant features from the scene, enabling the detection of possible obstacles along the way. The results show that the neural network is able to correctly classify the type of pattern presented as input

1 December 2012 in Procedia Computer Science
Verified
Journal Article
Open access
PDF file
Paulo Manuel Almeida CostaPaulo Manuel Almeida Costa
Paulo Manuel Almeida Costa
HFHugo Fernandes
Hugo Fernandes
PMPaulo Nogueira Martins
Paulo Nogueira Martins
JBJoão Barroso
João Barroso
LHLeontios Hadjileontiadis
Leontios Hadjileontiadis
Assistive technology enables people to achieve independence when performing daily tasks and it enhances their overall quality of life. Visual information is the basis for most navigational tasks, so visually impaired individuals are at disadvantage due to the lack of sufficient information about their surrounding environment. With recent advances in inclusive technology it is possible to extend the support given to people with visual disabilities in terms of their mobility. In this context we propose and describe the Blavigator project, whose global objective is to assist visually impaired people in their navigation on indoor and outdoor environments. This paper is focused mainly on the Computer Vision module of the Blavigator prototype. We propose an object collision detection algorithm based on disparity images. The proposed algorithm uses a 2D Ensemble Empirical Mode Decomposition image optimization algorithm and a two layer disparity image segmentation to detect nearby objects.

1 January 2015 in Procedia Computer Science
Verified
Journal Article
Open access
APAntónio Pereira
António Pereira
NNNelson Nunes
Nelson Nunes
DVDaniel Vieira
Daniel Vieira
NCNuno Alexandre Ribeiro Costa
Nuno Alexandre Ribeiro Costa
HFHugo Fernandes
Hugo Fernandes
JBJoão Barroso
João Barroso
Wireless Sensor Networks, in particular Wireless Body Area Networks, is a technology suggested by the research community as allowing elderly people, or people with some kind of disability, to live in a safer, responsive and comfortable environment while at their homes. One of the most active threats to the autonomous life of blind people is the quantity and variety of obstacles they face while moving, whether they are obstacles in the footpath or obstacles coming out from the walls of buildings. Hence, it is necessary to develop a solution that helps or assists blind people while moving either in indoor or outdoor scenarios, simultaneously allowing the use of the use of white cane or the Seeing Eye dog. In this article, the authors propose the use of an ultra-sound based body area network for obstacle detection and warning as a complementary and effective solution for aiding blind people when moving from place to place. According to the cost estimates of the solution and to the negligible setup time, this could be a real effective complementary solution for blind people

1 January 2014 in Procedia Computer Science
Verified
Journal Article
Open access
HFHugo Fernandes
Hugo Fernandes
Vítor Jesus FilipeVítor Jesus Filipe
Vítor Jesus Filipe
PCPaulo Costa
Paulo Costa
JBJoão Barroso
João Barroso
Nowadays, navigation systems are widely used to find the correct path, or the quickest, between two places. These systems use the Global Positioning System (GPS) and only work well in outdoor environment since GPS signals cannot easily penetrate and/or are greatly degraded inside of buildings. Several technologies have been proposed to make navigation inside of buildings possible. One such technology is Radio-Frequency Identification (RFID). In the case of outside environments, some hybrid systems have been proposed that use GPS as main information source and RFID for corrections and location error minimization. In this article we propose a navigation system that uses RFID as the main technology to guide people with visual impairment in unfamiliar environments, both indoor and outdoor, complementing the traditional white cane and providing information about the user's geographical context

31 May 2011 in International Journal of Digital Content Technology and its Applications
Verified
Journal Article
Closed access
JBJ.M. Hans du Buf
J.M. Hans du Buf
JBJoão Barroso
João Barroso
João M.F. RodriguesJoão M.F. Rodrigues
João M.F. Rodrigues
Hugo ParedesHugo Paredes
Hugo Paredes
MFMiguel Farrajota
Miguel Farrajota
MSMario Saleiro
Mario Saleiro