Enviaments recents

  • Investigating prognostic factors in sepsis using computational intelligence methods 

    Morales Boada, Carles (Universitat Politècnica de Catalunya, 2016-10)
    Projecte Final de Màster Oficial
    Accés obert
    Sepsis is a major challenge in medicine. It is in fact a traversal condition affecting people of all ages and is not respectful of lifestyle choices. There are many diseases in medicine whose definition is uncertain and ...
  • Convolutional neural networks for malware classification 

    Gibert Llauradó, Daniel (Universitat Politècnica de Catalunya, 2016-10-20)
    Projecte Final de Màster Oficial
    Accés obert
    According to AV vendors malicious software has been growing exponentially last years. One of the main reasons for these high volumes is that in order to evade detection, malware authors started using polymorphic and ...
  • Study of possible applications of AI Techniques to SEAT Manufacturing IT 

    Muñoz Mellado, David (Universitat Politècnica de Catalunya, 2016-10-20)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
    Realitzat a/amb: Seat
    In order to survive in such an extreme competitive market as the car manufacturing industry is, automobile companies have traditionally invest a considerable amount of resources and effort in using innovative solutions ...
  • From training to match performance: an exploratory and predictive analysis on F.C. Barcelona GPS data 

    Fernández, Javier (Universitat Politècnica de Catalunya, 2016-10)
    Projecte Final de Màster Oficial
    Accés obert
    An exploratory and predictive analysis on GPS data is presented. Physical performance variables from professional football players are analysed in a holistic approach that involves data exploration, analysis of adaptation ...
  • AI and Prosthetics 

    Kyriazi, Nefeli Evdokia (Universitat Politècnica de Catalunya, 2016-07-06)
    Projecte Final de Màster Oficial
    Accés obert
    Prosthetics are very important to an amputee.The introduction of technology to prosthetics has allowed bionic limbs to emerge and change the way we were thinking about prosthetic limbs.More and more companies create new ...
  • Human Pose Estimation with CNNs and LSTMs 

    Coskun, Huseyin (Universitat Politècnica de Catalunya, 2016-08-15)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb: Technische Universität München
    In this thesis, we present an end-to-end approach to human pose estimation task that based on a deep hybrid architecture that combines convolutional neural network (CNNs) and recurrent neural networks (RNNs).
  • Efficient recognition approaches for the interaction between humans and aerial robots 

    Hernández Ruiz, Alejandro José (Universitat Politècnica de Catalunya, 2016-04-20)
    Projecte Final de Màster Oficial
    Accés obert
    This project consists in a set of computer vision methods that serve as a baseline to perform HRI experiments. The methods are aimed to perform: visual marker detection, face detection and object recognition. Then we tested ...
  • Automatic norm generation to reduce lane charge and HCI study for representation 

    Angelini, Massimo (Universitat Politècnica de Catalunya, 2016-04-21)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
    Realitzat a/amb: Seat
    This project faces the traffic jam problem with an algorithm for automatic norm synthesis and proposes a graphical interface to show action's suggestion to drivers in future model cars.
  • Synthetic data generation for Deep Learning in Small Datasets 

    Keivan Ekbatani, Hadi (Universitat Politècnica de Catalunya, 2016-04-13)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
    This master's thesis provides an analysis on the generation of synthetic datasets as a pertinent substitute for missing large training sets in learning algorithms. Furthermore, it endeavours to enhance feature detection ...
  • Sensor Fusion of Raw GPS Measurements for Autonomous Vehicle Localization 

    Tirindelli, Pier (Universitat Politècnica de Catalunya, 2016-04-21)
    Projecte Final de Màster Oficial
    Accés obert
    We developed a software able to establish geometric constraints for a localization problem from raw GPS measurements. Then we integrated it in Wolf, a software framework for managing SLAM, enriching its sensor fusion ...

Mostra'n més