Browsing by Contributor "Salembier Clairon, Philippe Jean"
Now showing items 1-20 of 54
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3D Face recognition with stereo automotive cameras
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Restricted access - confidentiality agreementThe automotive sector is experiencing a rapid change that will influence the way in which we will use cars. One of the main concerns of this new wave of automotive research regards the security of future vehicles, being ... -
A graph signal processing solution for defective directed graphs
(Universitat Politècnica de Catalunya, 2020-06-29)
Bachelor thesis
Open Access
Covenantee: USC Viterbi School of EngineeringThe main purpose of this thesis is to nd a method that allows to systematically adapt GSP techniques so they can be used on most non-diagonalizable graph operators. In Chapter 1 we begin by presenting the framework in ... -
A multi-resolution approach for spectral graph matching
(Universitat Politècnica de Catalunya, 2018-08)
Bachelor thesis
Open AccessThis project presents an innovative way of solving the inexact graph matching problem of weighted graphs. The goal is to find the correspondence between the vertices of two similar graphs. This problem is solved through a ... -
Analysis and segmentation of KI-67 immunohistochemistry images for breast cancer diagnosis
(Universitat Politècnica de Catalunya, 2022-07-05)
Master thesis
Open AccessFor breast cancer diagnosis, the computation of the KI-67 score is a useful metric to define patient?s treatment. For a proper computation of this score, tumour and stroma areas have to be distinguished in KI-67 images. ... -
Analysis of HER2 receptor proteins in breast cancer histology images using semantic segmentation
(Universitat Politècnica de Catalunya, 2021-06-28)
Bachelor thesis
Open AccessEn aquest estudi es presenta una solució basada en Deep Learning per identificar i classificar les cèl·lules d'imatges de càncer de mama tenyides amb HER2, una tinció que afecta la membrana cel·lular. Amb aquest propòsit, ... -
Analysis of satellite images to track deforestation
(Universitat Politècnica de Catalunya, 2016-06)
Bachelor thesis
Open AccessDeforestation around the world, especially on the tropics, is a current very important problem that is not being monitored appropriately, leading to belated reactions by environmental organizations and governments and more ... -
Análisis de espectrogramas de señales musicales con operadores morfológicos
(Universitat Politècnica de Catalunya, 2020-01)
Bachelor thesis
Open AccessThe way an instrument is learned to be played has changed a lot since the rise of the internet, specially the show up of YouTube. High amounts of people learn to play instruments such as the guitar from watching videos and ... -
Análisis de imágenes de viñedos
(Universitat Politècnica de Catalunya, 2021-01-24)
Bachelor thesis
Open AccessThe European Union is interested in automating the harvest estimation process; the first step is the detection of grape clusters, following the characteristics of the ai4agriculture project, recent object detection models ... -
Análisis y clasificación de los genes de cáncer de Mama
(Universitat Politècnica de Catalunya, 2020-05)
Bachelor thesis
Restricted access - confidentiality agreement -
Automated detection of tumoural cells with graph neural networks
(Universitat Politècnica de Catalunya, 2023-06)
Bachelor thesis
Open AccessLa detecció de cèl·lules tumorals en imatges de seccions completes és una tasca essencial en el diagnòstic mèdic i la investigació. En aquesta tesi, proposem i analitzem un enfocament innovador que combina models basats ... -
Cell detection and classification of breast cancer histology images using a deep learning approach based on the U-Net architecture
(Universitat Politècnica de Catalunya, 2021-06-28)
Bachelor thesis
Open AccessAquest projecte consisteix en la creació d'un algoritme capaç de detectar i classificar nuclis cel·lulars en imatges d'histologia de pacients de càncer de mama. Aquestes imatges, proporcionades per l'Institut Català de la ... -
Classification of multi-source satellite images for large scale land cover mapping
(Universitat Politècnica de Catalunya, 2018-01)
Master thesis
Open Access
Covenantee: Centre d’Etudes Spatial de la BiosphereSatellite remote sensing imagery represents an attractive data source to monitor large regions with frequent updates. In this context, the operational production of accurate land cover maps plays an important role in ... -
Clustering of images using Generative Adversarial Networks
(Universitat Politècnica de Catalunya, 2020-07)
Bachelor thesis
Open Access
Covenantee: Universitetet i LinköpingRecently, a variation of GANs, called ClusterGAN, has shown the ability to perform unsupervised classification of images according to content thanks to the use of a discrete-continuous latent space and a clustering-specific ... -
Construction and analysis of the Tree of Shapes for image processing
(Universitat Politècnica de Catalunya, 2018-10)
Bachelor thesis
Open AccessAt the end of this memory we will have been developed an algorithm capable of creating a new type of representation of an image. The intention is to design an algorithm to create a hierarchical tree that orders the image ... -
Detección de manchas de petróleo en imágenes SAR
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Open AccessThis work is the continuation of an investigation work that was carried out by the student Ismael Vivó and faces the problem of oil spill detection on the sea surface through image processing and machine learning tools. ... -
Detección de manchas de petróleo en imágenes SAR mediante mintree y Deep Learning
(Universitat Politècnica de Catalunya, 2020-01)
Bachelor thesis
Open AccessOil spills constitute one of the main risk factors for oceanic, maritime and coastal ecosystems. They cause a problem that can be catastrophic for local marine fauna and the growth of maritime commerce. Complementing the ... -
Detección de puntos calientes y líneas de calor en imágenes térmicas de un reactor de fusión nuclear
(Universitat Politècnica de Catalunya, 2020-01)
Bachelor thesis
Open AccessIn these moments of struggle against climate change that this generation faces, research in alternative energy and not dependent on fossil fuels is very important. One of the options under investigation is the energy ... -
Detection and Classification of Thermal Events in the Wendelstein 7-X
(Universitat Politècnica de Catalunya, 2020-09-09)
Master thesis
Open Access
Covenantee: Max-Planck-Institut für PlasmaphysikThe aim of this project is to develop a detector and classifier of thermal events in infrared images captured within the Wendelstein 7-X, an experimental fusion reactor located in Greifswald, Germany. As the number of ... -
Development of criteria suitable for machine learning based on morphological hierarchical trees
(Universitat Politècnica de Catalunya, 2014-06)
Bachelor thesis
Open AccessNowadays the technology is changing the way of performing and it is adapting towards Artificial Intelligence. However this technique is still being introduced and is not common in the domain of image processing based on ... -
Distributed graph signal processing
(Universitat Politècnica de Catalunya / University of Southern California, 2013-12-13)
Bachelor thesis
Open Access
Covenantee: University of Southern California[ANGLÈS] Graph representation of data is a current trend in research nowadays, especially for those problems dealing with huge amounts of information that need to be analyzed and studied. Many fields can benefit from the ...
