Browsing by Contributor "École polytechnique fédérale de Lausanne"
Now showing items 1-20 of 66
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3D hand reconstruction from RGB-D/RGB video frames in real-time
(Universitat Politècnica de Catalunya, 2019-04-30)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneWe present a pipeline able to extract 3D real-world measurements from RGB-D images with high accuracy in real-time. A new method bottom-up multi-person for hand-body pose detection evolved from OpenPifPaf has been presented. ... -
A machine learning approach to the optimal estimation of portfolio weights
(Universitat Politècnica de Catalunya, 2022-07)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThe purpose of this thesis is to review and expand the main result in the paper by Daniel Kinn, "Reducing Estimation Risk in Mean-Variance Portfolios with Machine Learning (preprint arXiv:1804.01764 (2018)). This result ... -
A searching agent on the web
(Universitat Politècnica de Catalunya / Université Pierre et Marie Curie, 2014-01-23)
Master thesis (pre-Bologna period)
Restricted access - confidentiality agreement
Covenantee: École polytechnique fédérale de Lausanne -
A two-step approach for estimating pedestrian demand in a congested network
(Universitat Politècnica de Catalunya, 2014-07-25)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de Lausanne[ANGLÈS] In the framework of PedFlux, a long-term research project jointly carried out by the Swiss Federal Railways (SBB) and EPFL, pedestrian ow patterns arising in complex train stations are investigated. For this ... -
Analysis of Invariant Motion Components in Dynamic Video Content
(Universitat Politècnica de Catalunya, 2011-07-12)
Master thesis (pre-Bologna period)
Open Access
Covenantee: École polytechnique fédérale de LausanneEnglish: The fast expansion of Internet and DVB channels has brought a fast increase of video footage which needs to be indexed for efficient and easy retrieval. A novel video structural dissimilarity metric based on ... -
Analytical and numerical investigation of a small-scale radial-inflow steam turbine
(Universitat Politècnica de Catalunya, 2019-06-05)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThis thesis compares experiments to the analytical and numerical investigation of a small-scale radial-inflow turbine (diameter of 15 mm). This turbine is part of the Fan-Turbine Unit (FTU). The turbine of this FTU propels ... -
Applying Lasserre hierarchy for solving polynomial feasible problems
(Universitat Politècnica de Catalunya, 2016-07)
Bachelor thesis
Restricted access - confidentiality agreement
Covenantee: École polytechnique fédérale de Lausanne -
Approximation of face images by analytical model
(Universitat Politècnica de Catalunya / École polytechnique fédérale de Lausanne, 2012-02)
Master thesis (pre-Bologna period)
Open Access
Covenantee: École polytechnique fédérale de LausanneEnglish: in this thesis, we address the problem of learning a face manifold model from an input data, consisting of 2D face images such that the input images can be approximated well using the learned manifold. We compute ... -
Benchmark and framework for byzantine machine learning
(Universitat Politècnica de Catalunya, 2024-06-28)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThe application of distributed machine learning is becoming increasingly prevalent in the training of large-scale machine learning models. A further issue is that not all clients engaged in model training always have ... -
Classification of mild cognitive impairment and alzheimer's disease patients: a multiscale and multivariate approach
(Universitat Politècnica de Catalunya, 2012-07-11)
Master thesis (pre-Bologna period)
Open Access
Covenantee: École polytechnique fédérale de Lausanne[ANGLÈS] Alzheimer's Disease (AD) is the most common form of dementia and a growing health and socioeconomic problem. Moreover, the impact of the disease is expected to increase even more as the life expectancy is going ... -
Classification of virtual patent marking web-pages using machine learning techniques
(Universitat Politècnica de Catalunya, 2018-06)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneVirtual Patent Marking allows owners of products publish product-patent information online.The objective of this project is the correct and efficient identification of web pages that contain this information. -
CNNs for electron microscopy segmentation
(Universitat Politècnica de Catalunya / École Polytechnique Fédérale de Lausanne, 2013)
Bachelor thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de LausanneIn the framework of Biomedicine, mitochondria are known to play an important role in neural function. Recent studies show mitochondrial morphology to be crucial to cellular physiology and synaptic function, and a link ... -
Counting-by-Detection with Three-dimensional Fully Convolutional Networks
(Universitat Politècnica de Catalunya, 2018-01-25)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThe project goal is to count and detect instances in an image using deep learning. We target the regime where object detectors need to work reliably in scenarios with crowding, overlapping or instances with a small size. ... -
Deep Learning detection of GPS spoofing in unmanned aerial vehicles
(Universitat Politècnica de Catalunya, 2021-07-09)
Bachelor thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de Lausanne -
DeeperBreath: model optimization for automated diagnosis of respiratory pathologies from lung sounds
(Universitat Politècnica de Catalunya, 2022-10-24)
Master thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de Lausanne -
Design and implementation of a pipeline for fully autonomous driving systems
(Universitat Politècnica de Catalunya, 2021-04-08)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneMobile robots are already playing a pivotal role in our society. New innovative systems are emerging, while autonomous driving’s software is evolving thanks to Deep Learning (DL). In our work, we propose a modular pipeline ... -
Design of a Flexible DC to AC Converter and its Control Using Reinforcement Learning
(Universitat Politècnica de Catalunya, 2020-07-09)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThe use of DC to AC converters in renewable energy systems to transform direct to alternating current is necessary to couple these elements to the grid. In this project, a design for a DC to AC converter plant has been ... -
Design of a new 3D multi-view representation
(Universitat Politècnica de Catalunya, 2013-07-18)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de Lausanne[ANGLÈS] 3D video is increasing in the current State-of-the-Art of audio-visual tech- nologies. This make researchers invest lot of resources to this field. Thus, new options in this scenario are appearing day by day. This ... -
Detection of motion intention algorithm based on the center of pressure for a lower limb exoskeleton
(Universitat Politècnica de Catalunya, 2019-09-20)
Master thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de LausanneThe goal of the thesis is to develop and implement a detection of motion intention (DoI) algorithm to assist walk for the Autonomyo exoskeleton. The used parameters are the net CoP position and velocity and the vertical ... -
Development of a decision support tool for the assessment of a building’s compliance with the thermal performance of Minergie-P standard
(Universitat Politècnica de Catalunya, 2022-09-15)
Master thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de LausanneThe present Master Thesis is oriented towards the development of a tool for the determination of the improvements to be introduced in a representative Minergie case study with the purpose of meeting the Minergie-P label ...
