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Liu, Qingxin (author)Most injuries in football occur in the lower extremities due to high muscle stress. To prevent such injuries, the Dutch Football Association (KNVB) and the Delft University of Technology developed the Smart Sensor Shorts, an inertial sensor-based tracking system measuring the athlete’s lower body kinematics, to improve physical load estimates...master thesis 2023
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Tebbens, Ricardo (author)There is a raising demand for player statistics in the world of football. With the developments over the last years in wearable sensors, Human Activity Recognition (HAR) based on wearable IMU sensors can be used to tackle this problem. This thesis builds upon an earlier research done for this topic, where an end-to-end pipeline based on deep...master thesis 2023
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Habte, Koos (author)Monitoring and analyzing human movement is used in many fields, ranging from healthcare and industrial applications to sports analytics. To provide a football player or their coach with insight into their performance during a game, or their technical development over time, many methods are available such as camera setups and smart vests. However...master thesis 2022
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Römer, Stijn (author)Recent developments in \ac{ML} have paved the way for unprecedented possibilities in the field of data analytics in numerous team sports, such as American football, baseball, and basketball. In more recent years, \ac{ML} techniques have been applied to football as professional teams got inspired to collect enormous quantities of data to evaluate...master thesis 2022
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Oshinusi, Fola-Sade Victoria (author)The ways in which we harness biomass for biofuels are inextricably linked to water management, food security, waste management, and societal well-being. Whilst the increased use of biomass for biofuel within the Netherlands is considered a positive move, external factors known as indirect land-use change make current practices more unsustainable...master thesis 2022
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Kamstra, Haye (author), Wilmes, Erik (author), van der Helm, F.C.T. (author)Background: Inertial measurement units (IMUs) offer the possibility to capture the lower body motions of players of outdoor team sports. However, various sources of error are present when using IMUs: the definition of the body frames, the soft tissue artefact (STA) and the orientation filter. Methods to minimize these errors are currently...journal article 2022
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Cuperman, Rafael (author), Jansen, K.M.B. (author), Ciszewski, M.G. (author)Action statistics in sports, such as the number of sprints and jumps, along with the details of the corresponding locomotor actions, are of high interest to coaches and players, as well as medical staff. Current video-based systems have the disadvantage that they are costly and not easily transportable to new locations. In this study, we...journal article 2022
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Birkhoff, Marius (author)To push the boundaries of technology, the world cup football for robots, RoboCup, is organized on a yearly basis since 1997. To push the boundaries of artificial intelligence, a simulated version of the RoboCup, AI World Cup Football, is arranged yearly from 2017. This requires skillful attackers, defenders and goalkeeper. A large part of having...bachelor thesis 2021
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Oude Elferink, Rens (author)The AI World Cup is a virtual competition in which teams of five players compete in a football match. The defensive strategies for the goalkeeper in this environment are yet to be researched, however. In previous editions of the competition the participating teams use a basic goalkeeper that can only dive but not position itself. This project...bachelor thesis 2021
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Cuperman Coifman, Rafael (author)been given to Human Activity Recognition (HAR) based on signals obtained by IMUs placed on different body parts. This thesis studies the usage of Deep Learning-based models to recognize different football activities in an accurate, robust, and fast manner. Several deep architectures were trained with data captured with IMU sensors placed on...master thesis 2021
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Steijlen, A.S.M. (author), Burgers, D.B.J. (author), Wilmes, Erik (author), Bastemeijer, J. (author), Bastiaansen, Bram J.C. (author), French, P.J. (author), Bossche, A. (author), Jansen, K.M.B. (author)This article presents a novel smart sensor garment with integrated miniaturized inertial measurements units (IMUs) that can be used to monitor lower body kinematics during daily training activities, without the need of extensive technical assistance throughout the measurements. The smart sensor tights enclose five ultra-light sensor modules that...journal article 2021
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Kaketsis, Georgios (author)The goal of this report is to present and describe the effort surrounding the completion of the Master Thesis Project of classification in football. Classification is a procedure which belongs in the field of Statistics. The objective is to capture, detect and distinguish certain actions relative to the environment of analysis. In our case we are...master thesis 2020
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Bauer, Lorijn (author)Timber structures are experiencing a revelation in the build environment due to new technologies and production techniques. However, the longest spans created with timber structures still don't compete with the span widths of structures made of steel. This thesis provides a preliminary design for the long-span football stadium roof structure of...master thesis 2019
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van Dijk, Max (author)In this thesis Bayesian Networks are used to predict European football matches between the years 2008 and 2016. The goal of this research is to see how the structures learned by different Bayesian Network learning algorithms influences the predictions. First the data is explored and modified to be used for Bayesian Networks and secondly the...bachelor thesis 2019
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Vinasithamby, Suman (author)Multiple studies indicated that the degree of muscle strain is the most relevant parameter in understanding the injury mechanism behind a hamstring strain injury. To monitor this parameter a new system is developed; the Smart Sensor Shorts. The system contains five Inertial Measurement Units (IMUs) integrated in a sports tights. The purpose of...master thesis 2019
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Schotel, Rozemarijn (author)In football, a lot of hip and thigh muscle injuries occur as a result of high muscular loads due to accelerative leg movements. To prevent muscle damage and optimise performance, it is essential to continuously identify when and how frequent local hip and thigh muscular loads develop in the explosive and dynamic football environment. The...master thesis 2019
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Liu, Guan-Li (author)The robotic volumetric PIV system of the TU Delft is proposed to be used to gather quantitative data in the wakes of footballs. For over a decade now, a new football is introduced every FIFA World Cup. The varying surface characteristics affect the behaviour of the footballs in flight, and so football aerodynamics has become subject to increased...master thesis 2018
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Dabbagh, N. (author)Philips Stadium is the home of PSV Club in Eindhoven. The existing stadium is in need of architectural, spatial and sustainable improvement. This graduation project focuses on the transformation of the existing stadium into a solar powered stadium at the same time integrating the stadium into the city. In other words also the transformation of a...master thesis 2015
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Delfos, R.J. (author)This report contains the process and the results of the graduation project of Ricco Delfos, performed for the company Athletic Skills Method. The title of the project is: Adaptaball - The design of a product to train the adaptability of football players In the past football players trained in general on natural turf pitch, and nowadays mostly on...master thesis 2014
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Geerts, E. (author)Almost every youth football player dreams about being as good as very technical skilled football players, like Messi. Coaches often believe that these great players are simply gifted and that their skills are beyond the average player. Wiel Coerver, a Dutch football manager, analyzed these great players in slow motion video and came to the...master thesis 2012
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