Browsing by Contributor "Marqués Acosta, Fernando"
Now showing items 1-20 of 72
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A comparison of contrast enhancement methods for 2D radiographic images: Applied to patient positioning in proton therapy
(Universitat Politècnica de Catalunya, 2015-05-08)
Master thesis (pre-Bologna period)
Open Access
Covenantee: Université Catholique de LouvainDifferent methods for radiographic image contrast enhancement are studied, implemented and compared. The efficiency of the techniques in improving image contrast is then evaluated both on a subjective evaluation from ... -
A simulation platform for magnetic resonance imaging of the developing fetal brain (FaBiAN v2.0)
(Universitat Politècnica de Catalunya, 2022-07-05)
Bachelor thesis
Open Access
Covenantee: Fondation ProTechno / Schweizerischer Nationalfonds zur Förderung der wissenschaftlichen ForschungMagnetic resonance imaging is commonly used as a complement to the ultrasound gold-standard to investigate equivocal patterns in the developing fetal brain. However, stochastic motion of the fetus may alter the image quality ... -
A white-matter pathways extraction toolbox in Semantic Dementia
(Universitat Politècnica de Catalunya, 2015-05)
Bachelor thesis
Restricted access - author's decision[ANGLÈS] Neuroimaging techniques allow us to, processing Magnetic Resonance Imaging signals, understand the brain in a way we ever could image. With the tractorgaphy neuroimaging technique, we can extract the white-matter ... -
Accurate video object tracking using a region-based particle filter
(Universitat Politècnica de Catalunya, 2017-02-06)
Master thesis
Open AccessUsually, in particle filters applied to video tracking, a simple geometrical shape, typically an ellipse, is used in order to bound the object being tracked. Although it is a good tracker, it tends to a bad object ... -
Active learning in Crowdsourcing classification problems using Sampling Theory for graph signals
(Universitat Politècnica de Catalunya, 2017-05-15)
Bachelor thesis
Open Access
Covenantee: University of Southern California -
Aportacions de processament d'imatge per a sistemes de codificació 3D multivista i per a la detecció de text en contingut televisiu
(Universitat Politècnica de Catalunya, 2011-07-04)
Master thesis (pre-Bologna period)
Open AccessEnglish: Firstly, in this report we will introduce a new method for 3D multiview video coding.This is based on the synthesis of views. This method allows the transmission of a number of views from the scene which is less ... -
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 ... -
Automatic audiovisual ad generator
(Universitat Politècnica de Catalunya, 2024-01)
Bachelor thesis
Restricted access - confidentiality agreement
Covenantee: Radion TechnologyThis project consists on the development of an automatic audiovisual advertisement generator, based on state-of-the-art deep learning models. The project was developed as a prototype during an internship period, with the ... -
Automatic extraction of biomarkers from biopsy images Annotation tool EllipseLabelimg
(Universitat Politècnica de Catalunya, 2020-08)
Bachelor thesis
Open AccessThis End-of-Grade Project aims to make a system that allows to help in the annotation of tissue biopsy images. Firstly, a program detects the cells in the picture. This annotation must be corrected by a doctor in order to ... -
Automatic extraction of the camera point of view in Football scenes
(Universitat Politècnica de Catalunya, 2009-07-10)
Master thesis
Open Access -
Bal images analysis for their automatic quantification
(Universitat Politècnica de Catalunya, 2021-07-05)
Bachelor thesis
Open AccessLas imágenes de lavado bronchoalveolar (BAL) son una prueba médica de la que se pueden extraer diferentes patologías en función de su distribución celular. En el hospital Vall d'Hebron los técnicos hacen un recuento manual ... -
Biomarcadors Quantitatius d’Imatge per l’evaluació de la neuroestructura en neonats
(Universitat Politècnica de Catalunya, 2009-07)
Master thesis (pre-Bologna period)
Open AccessCatalà: El diagnòstic de lesió cerebral en nounats es basa essencialment en la visualització de l’aspecte i de la “densitat ecogràfica” del teixit (el nivell de blanc sobre negre del teixit), interpretat de manera ... -
Classificació d'imatges d'immobles amb Machine Learning
(Universitat Politècnica de Catalunya, 2023-06-28)
Bachelor thesis
Restricted access - confidentiality agreement -
Co-saliency detection based on hierarchical segmentation
(Universitat Politècnica de Catalunya, 2014-07-24)
Bachelor thesis
Open Access[ANGLÈS] The aim of this project has been to create a co-saliency detection algorithm for image pairs based on hierarchical segmentation of those images. As hierarchical segmentation allows multi-scale object representation, ... -
Colon nuclei histological images segmentation and classification
(Universitat Politècnica de Catalunya, 2022-06-27)
Bachelor thesis
Open AccessL'ús de tècniques de visió per ordinador basades en Deep Learnig per automatitzar tasques a molts camps de treball està a l'ordre del dia. Aquesta investigació se centra en la tasca de segmentar i classificar nuclis ... -
Color deconvolution of histological images
(Universitat Politècnica de Catalunya, 2022-09)
Master thesis
Open AccessCancer is one of the main health problems worldwide. When dealing with this disease, the earlier the diagnosis is produced, the better the prognostic of the patient can be. For that reason, in the last years, digital ... -
Comparació d'algoritmes de classificació de tipus de pla en imatges de futbol
(Universitat Politècnica de Catalunya, 2014-02-14)
Bachelor thesis
Open Access[ANGLÈS] The purpose of this project is to analyze and evaluate football image viewpoint classification algorithms and to implement, if it is possible, a set of upgrades to improve the results of this classification. In ... -
Computational-efficient flora and fauna recognition
(Universitat Politècnica de Catalunya, 2022-07-04)
Bachelor thesis
Open AccessOne of the main characteristics of Neural Networks is that they are data-hungry, which means that in order to simply learn the difference between a lemon and a tennis ball require thousands of examples. If it is already ... -
Computer vision beyond the visible : image understanding through language
(Universitat Politècnica de Catalunya, 2019-06-27)
Doctoral thesis
Open AccessIn the past decade, deep neural networks have revolutionized computer vision. High performing deep neural architectures trained for visual recognition tasks have pushed the field towards methods relying on learned image ... -
Deep Learning based segmentation and classification of stained nuclei breast cancer histology images
(Universitat Politècnica de Catalunya, 2021-06-28)
Bachelor thesis
Open AccessLa prognosi del càncer de mama és un procés laboriós pels patòlegs, que realitzen aquesta tasca mitjançant una estimació visual subjectiva i amb una alta variabilitat entre diferents patòlegs. Aquest treball pretén abordar ...