Browsing by Contributor "Escalera Guerrero, Sergio"

Now showing items 1-19 of 19

    • A Comprehensive survey on deep future frame video prediction 

      Selva Castelló, Javier (Universitat Politècnica de Catalunya, 2018-01-25)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona
      El present projecte planteja l'estudi comprensiu i extens per a la tasca de predicció de fotogrames donada una seqüència de vídeo. Mitjançant l'anàlisi de l'estat de l'art en generació d'imatges, xarxes convolucionals i ...

    • Animal tracking and identification in smart farms 

      Compte Prades, Albert (Universitat Politècnica de Catalunya, 2024-05-15)
      Master thesis
      Open Access
      With the rising demand for affordable animal products and the increasing concerns regarding animal welfare, it is becoming imperative the development of more efficient livestock farming techniques that not only enhances ...

    • Automated Diagn of Symptomatic and Asymptomatic Achilles Tendon Ruptures using CT Images and AI 

      Mateo Navarro, Ramon (Universitat Politècnica de Catalunya, 2023-06-27)
      Master thesis
      Open Access

    • Automatic real and apparent age estimation in still images 

      Pardo Garcia, Pablo (Universitat Politècnica de Catalunya, 2015-04-20)
      Master thesis
      Open Access
      We performed a study on age estimation via still images creating a new face image database containing real age and apparent age label annotations. Two age estimation methods are proposed using the state of the art techniques ...

    • Bridge Structural Damage Segmentation Using Fully Convolutional Networks 

      Rubio Guillamón, Juanjo (Universitat Politècnica de Catalunya, 2018-04-16)
      Master thesis
      Open Access
      Covenantee:   Kokuritsu Jōhōgaku Kenkyūjo
      Fully Convolutional Networks prove to be suitable method for texture-based damage segmentation on infrastructure. A dataset has been collected to model the uncertainty in human inspection of bridges in the Japanese prefecture ...

    • Comparison of motion-based approaches for multi-modal action and gesture recognition from RGB-D 

      Bertiche Argila, Hugo (Universitat Politècnica de Catalunya, 2017-05)
      Master thesis
      Open Access
      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 ...

    • Deep 3D pose regression of real objects trained with synthetic data 

      Bramon Mora, Pau (Universitat Politècnica de Catalunya, 2019-04-24)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'Enginyeria
      The goal of this project is to create an end-to-end system able to regress the 6D pose of different objects for industrial automation applications using Deep Learning techniques. In order to solve the task a synthetic ...

    • Deep regression of social signals in Dyadic Scenarios 

      Vidal Lucero, Ítalo (Universitat Politècnica de Catalunya, 2020-07-01)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
      The purpose of this project is to design a general system for emotion recognition through social signals in dyadic using deep learning methods using raw data from audio, video and text transcriptions from publicly available ...

    • Detecció de cares i del centre dels ulls en imatges estàtiques i reforç de la creença mitjançant l'anàlisi de seqüències 

      Oliu Simón, Marc (Universitat Politècnica de Catalunya, 2014-01-21)
      Master thesis (pre-Bologna period)
      Restricted access - confidentiality agreement

    • Exploration of 2D human pose estimation in the context of aquatic safety 

      Böckenhoff, Bernhard (Universitat Politècnica de Catalunya, 2023-05-16)
      Master thesis
      Restricted access - author's decision
      Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
      The task of human pose estimation (HPE) involves precisely locating body parts and constructing an accurate representation of the human body using unstructured input data such as images. HPE is a challenging problem, ...

    • Extending procrustes analysis : building multi-view 2-D models from 3-D human shape samples 

      Pérez Sala, Xavier (Universitat Politècnica de Catalunya, 2015-04-29)
      Doctoral thesis
      Open Access
      This dissertation formalizes the construction of multi-view 2D shape models from 3D data. We propose several extensions of the well-known Procrustes Analysis (PA) algorithm that allow modeling rigid and non-rigid transformations ...

    • Head pose recovery and shape estimation in still images 

      Oliu Simón, Marc (Universitat Politècnica de Catalunya, 2014-06-29)
      Master thesis
      Open Access
      Desenvolupament i avaluació d'un mètode de visió per computador per a l'extracció en temps real de la geometria de cares en tres dimensions a partir d'una sola imatge, així com de la seva orientació.

    • Human multi-robot interaction based on gesture recognition 

      Canal Camprodon, Gerard (Universitat Politècnica de Catalunya, 2015-02-06)
      Master thesis
      Open Access
      This Master Thesis is devoted to the development of a gestural interface to interact with two robots, a NAO and a Wifibot, in a similar way as humans do. A Kinect 2 sensor is used to recognize the two gestures that have ...

    • Multi-modal ambient intelligence framework for human behavior analysis 

      Clapés i Sintes, Albert (Universitat Politècnica de Catalunya, 2014-11-28)
      Master thesis
      Restricted access - confidentiality agreement

    • Multi-modal human gesture recognition combining dynamic programming and probabilistic methods 

      Ponce López, Víctor (Universitat Politècnica de Catalunya, 2012-06-22)
      Master thesis
      Open Access
      In this M. Sc. Thesis, we deal with the problem of Human Gesture Recognition using Human Behavior Analysis technologies. In particular, we apply the proposed methodologies in both health care and social applications. In ...

    • Parallel error-correcting output codes classification in volume visualization 

      Amorós Huguet, Oscar (Universitat Politècnica de Catalunya, 2014-09-05)
      Master thesis
      Open Access
      In volume visualization, the definition of the regions of interest is inherently an iterative trial-and-error process finding out the best parameters to classify and render the final image. Generally, the user requires a lot ...

    • RGB to 3D garment reconstruction using UV map representations 

      Rial Farràs, Albert (Universitat Politècnica de Catalunya, 2021-06-28)
      Master thesis
      Open Access
      Predicting the geometry of a 3D object from just a single image or viewpoint is an intrinsic human feature extremely challenging for machines. For years, in an attempt to solve this problem, different computer vision ...

    • Semantic segmentation of petri dishes for UTI diagnostics 

      Cirera Rocosa, Sergi (Universitat Politècnica de Catalunya, 2022-10-24)
      Master thesis
      Restricted access - confidentiality agreement

    • Text-driven multi-human motion generation 

      Ruiz Ponce, Pablo (Universitat Politècnica de Catalunya, 2024-01-23)
      Master thesis
      Open Access
      The task of generating human-to-human interactions presents a significant challenge, primarily due to the intricate dynamics involved in these interactions. The complexity of learning these dynamics is compounded by the ...