Recent Submissions

  • Automatic identification of the transportation mode in the MobilitApp Android application 

    Medina Montero, Francisco (Universitat Politècnica de Catalunya, 2017-10-17)
    Bachelor thesis
    Restricted access - confidentiality agreement
  • Depth based image segmentation 

    Morera Trujillo, Jordi (Universitat Politècnica de Catalunya, 2017-10-18)
    Bachelor thesis
    Open Access
    En este trabajo de fin de grado se exploran distintas técnicas de aprendizaje profundo (deep learning) con el objetivo de obtener una segmentación de imagen basada en criterios de uniformidad. Estudiamos varios algoritmos ...
  • Metodología Kata 

    Sabaté i Cadenas, Jordi (Universitat Politècnica de Catalunya, 2017-10-18)
    Bachelor thesis
    Open Access
    The aim of this thesis is to understand, analyze and summarize the methodologies used by the Japanese automobile company Toyota for people management and continuous improvement. These methodologies are based on the scientific ...
  • Smartphone interaction with the IoT. Smartphone development 

    Rosas Ruiz, Borja (Universitat Politècnica de Catalunya, 2017-10-18)
    Bachelor thesis
    Open Access
    Project based on an irrigation system for a smartphone app which programs an external device
  • Predicting emotion in movies: Recurrent and convolutional models applied to videos 

    Bernal Poch, Oriol (Universitat Politècnica de Catalunya, 2017)
    Bachelor thesis
    Open Access
    This Thesis explores different approaches using deep learning techniques to predict emotions in videos. Working with videos implies a huge amount of data including visual frames and acoustic samples. The first step of the ...
  • Word and paragraph embeddings for expresive speech synthesis 

    Gómez Bajo, Germán (Universitat Politècnica de Catalunya, 2017)
    Bachelor thesis
    Open Access
    Speech synthesis is the task of generating speech using computers. Due to the limitations of classical techniques, these systems are normally not suitable for applications that would benefit from expressiveness in the ...
  • 3D surface reconstruction in telepresence systems 

    Mora Ballestar, Laura (Universitat Politècnica de Catalunya, 2017-06)
    Bachelor thesis
    Open Access
    Registering three-dimensional models is possible thanks to the use of multi view captures or the readings provided by depth sensors, which can be applied in Augmented or Virtual Reality systems. In this sense, this project ...
  • Multimodal Deep Learning methods for person annotation in video sequences 

    Rodríguez Navarro, David (Universitat Politècnica de Catalunya, 2017-06)
    Bachelor thesis
    Open Access
    In unsupervised identity recognition in video sequences systems, which is a very active field of research in computer vision, the use of convolutional neural networks (CNN's) is currently gaining a lot of interest due to ...
  • Visual Question Answering 2.0 

    Roldán Sánchez, Francisco (Universitat Politècnica de Catalunya, 2017)
    Bachelor thesis
    Open Access
    This bachelor's thesis explores different deep learning techniques to solve the Visual Question-Answering (VQA) task, whose aim is to answer questions about images. We study different Convolutional Neural Networks (CNN) ...
  • Active deep learning for medical imaging segmentation 

    Górriz Blanch, Marc (Universitat Politècnica de Catalunya, 2017)
    Bachelor thesis
    Open Access
    This thesis proposes a novel active learning framework capable to train effectively a convolutional neural network for semantic segmentation of medical imaging, with a limited amount of training labeled data. Our approach ...
  • Grasp prediction with convolutional neural networks 

    Lluís Salvadó, Francesc (Universitat Politècnica de Catalunya, 2017-08)
    Bachelor thesis
    Open Access
    Covenantee:  Northeastern University
    This thesis explores the application of a deep learning computer vision approach for grasp classification in order to improve hand prosthesis control. First, a criterion based on prehensile human hand is adopted and object ...
  • An evaluation of the impact of body movement data in automatic music generation processes with long short-term memory neural networks 

    Tantinyà Vidal, Àgata (Universitat Politècnica de Catalunya, 2017)
    Bachelor thesis
    Open Access
    Covenantee:  University of Limerick
    El aprendizaje automático está ganando popularidad en el campo artístico y la generación de música. El uso del aprendizaje profundo para crear canciones subjetivamente convincentes ha sido un área activa de investigación ...

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