Enviaments recents

  • Applying deep-learning techniques to detect freezing of gait episodes in Parkinson's disease patients 

    Camps Sereix, Julià (Universitat Politècnica de Catalunya, 2017-04-28)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
  • First-person activity recognition: how to generalize to unseen users? 

    Mollova, Emanuela (Universitat Politècnica de Catalunya, 2017)
    Projecte Final de Màster Oficial
    Accés obert
    Recent advances in wearable technology, accompanied by the decreasing cost of data storage and increase of data availability have made possible to take pictures everywhere at every time. Wearable cameras are nowadays ...
  • Food related scene recognition in egocentric images 

    Leyva Vallina, María (Universitat Politècnica de Catalunya, 2017)
    Projecte Final de Màster Oficial
    Accés obert
    Lifelogging is a raising field nowadays with the normalization of many devices that collect data from our daily routines. Egocentric cameras are particularly interesting devices that allow us to capture very rich ...
  • Comparison of motion-based approaches for multi-modal action and gesture recognition from RGB-D 

    Bertiche Argila, Hugo (Universitat Politècnica de Catalunya, 2017-05)
    Projecte Final de Màster Oficial
    Accés obert
    Automatic action and gesture recognition research field has growth in interest over the last few years. Action recognition can be understood as the automatic classification of generic human actions or activities, such ...
  • Coverage model for character-based neural machine translation 

    Kazimi, Mohammad Bashir (Universitat Politècnica de Catalunya, 2017-05)
    Projecte Final de Màster Oficial
    Accés obert
    In recent years, Neural Machine Translation (NMT) has achieved state-of-the art performance in translating from a language; source language, to another; target language. However, many of the proposed methods use word ...
  • Hybrid CNN+LSTM for face recognition in videos 

    Bellantonio, Marco (Universitat Politècnica de Catalunya, 2016-12)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Universidad Técnica Federico Santa María
    El reconocimiento de caras, junto con la identificación de las acciones y gestos humanos, es en la actualidad una de las aplicaciones informáticas, más exitosas de análisis automatizado del comportamiento humano. Durante ...
  • Social-aware drone navigation using social force model 

    Garza Elizondo, Luis Alberto (Universitat Politècnica de Catalunya, 2016-10-07)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Universitat de Barcelona
    Robot’s navigation is one of the hardest challenges to deal with, because real environments imply highly dynamic objects moving in all directions. The main ideal goal is to conduct a safe navigation within the ...
  • An intelligent decision support system for machine learning algorithms recommendation 

    Mihai, Andrei (Universitat Politècnica de Catalunya, 2017-02)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  En col·laboració amb la Universitat de Barcelona i la Universitat Rovira i Virgili
    Machine learning is a very central topic in Artificial Intelligence and even computer science in general. Nowadays, its use in Big Data problems is quite well known. However, while the big data, and machine learning ...
  • WordFences: Text localization and recognition 

    Polzounov, Andrei (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Institute for Infocomm Research
    In recent years, text recognition has achieved remarkable success in recognizing scanned document text. However, word recognition in natural images is still an open problem, which generally requires time consuming ...
  • Market basket analysis in retail 

    Reig Grau, Gerard (Universitat Politècnica de Catalunya, 2017-01)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  CleverData
    In this Master Thesis memory will be described a full end-to-end data science project performed in CleverData, a successful start-up specialized in machine learning techniques and analytics tools. Over all its capacities, ...

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