Listar TFM: Màster Universitari Erasmus Mundus en Tecnologia Geoespacial por fecha de publicación
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Sharing ML models using IoT communities of Interest based on data similarity and location
Universitat Jaume I (2024-02-27)The main goal of this master thesis is to develop an efficient method for sharing Machine Learning models across Internet of Things devices. To achieve this, the research work proposes a novel approach focused on distributing ... -
A Yolo-NAS-based approach for door and door handle detection and integration of a euclidean geometric model for grip point localization : an application in robot navigation
Universitat Jaume I (2024-02-27)Object detection and localizat,ion play a significant role in artificial intelligence, as they facilitate understanding of the surrounding environment. While archi- tectures designed for this purpose have proven promising ... -
Detection and mapping of solar panels based on Deep learning, instance segmentation and very high-resolution multiband unmanned aerial vehicle (UAV) photogrammetric survey.
Universitat Jaume I (2024-02-27)Solar energy is becoming a pivotal resource in the field of electricity generation as it seeks to create clean energy which makes the earth environmentally friendly. Unmanned Aerial Vehicle (UAV) on the other hand has ... -
Geoprocessing toolbox for renewable energy
Universitat Jaume I (2024-02-27)Sustainable energy is necessary to reduce dependence on fossil fuels and address climate change. To establish renewable energy power plants (REPPs), it is important to consider effective procedures that yield abundant ... -
EO4GEO BoK annotation of GI resources
Universitat Jaume I (2024-02-26)The Earth Observation for Geospatial Information (EO4GEO) Body of Knowledge (BoK) serves as a foundational framework encompassing essential geospatial concepts necessary for leveraging Geographic Information and Earth ... -
Exploring the spatial-temporal variation of sense of place in situ
Universitat Jaume I (2024-02-26)The study of people-place relationships has always been important in understanding urban environments. In the context of non-native residents adjusting to new urban environments, the development of relationships with the ... -
Comparison of different LiDAR sensors for safe object detection using deep learning algorithm
Universitat Jaume I (2024-02-26)This study investigates the use of different light detection and ranging (LiDAR) sensors for object detection tasks using deep learning algorithms in autonomous driving applications. Three LiDAR sensors - LS LiDAR, Livox, ... -
Application of deep learning method in automatically detecting rainfall-induced shallow landslides in a data-sparse context
Universitat Jaume I (2024-02-26)Detecting rainfall-induced shallow landslides in data-sparse contexts has become an environmental concern in recent decades and is crucial for a comprehensive landslide disaster management plan (CLDMP). Most of the previous ... -
Genetic Programming to Optimise 3D Trajectories
Universitat Jaume I (2023-03-01)Trajectory optimisation is a method of finding the optimal route connecting a start and end point. The suitability of a trajectory depends on non-intersection with any obstacles as well as predefined performance metrics. ... -
Contextual Contact Tracing based Spatio Enhanced Compartment Modelling & Spatial Risk Assessment
Universitat Jaume I (2021-03-05)The current situation of COVID-19 appears as a paradigm shift that seems to have farreaching impacts on the way humans will now continue with their daily routine. The overall scenario highlights the paramount importance ... -
Extracting surface water bodies from Sentinel-2 imaginery using convolutional neural networks
Universitat Jaume I (2021-03-05)Water is an integral part of eco-system with significant role in human life. It is immensely mobilized natural resource and hence it should be monitored continuously. Water features extracted from satellite images can be ... -
Informal settlement segmentation using VHR RGB and height information from UAV Imagery: a case study of Nepal
Universitat Jaume I (2021-03-05)Informal settlement in developing countries are complex. They are contextually and radiometrically very similar to formal settlement. Resolution offered by Remote sensing is not sufficient to capture high variations and ... -
Activity recognition in mental health monitoring using multi-channel data collection and neural network
Universitat Jaume I (2021-03-05)Ecological momentary assessment (EMA) methods can be used to extract context related information by studying a subject’s behaviour in an environment in real-time. In mental health EMA can be used to assess patients with ... -
Deep learning for studying urban water bodies' spatio-temporal transformation: a study of Chittagong City, Bangladesh
Universitat Jaume I (2021-03-05)Water has been playing a key role in human life since the dawn of civilization. It is an integral part of our lives. In recent years, water bodies specially, urban water bodies are in a poor state due to climate change and ... -
Decentralised location-based reputation management system in IoT using blockchain
Universitat Jaume I (2021-03-05)Internet of Things (IoT) allows an object to connect to the internet network and observe or interact with a physical phenomenon. The communication technologies allow an IoT device to discover and communicate with another ... -
Enhancing temporal series of Sentinel-2 and Sentinel-3 data products: from classical regression to deep learning approach
Universitat Jaume I (2021-03-05)The free and open availability of satellite images covering global extent in recent days provides many novel opportunities for global monitoring of the earth’s surface. Sentinel-2 (S2) and Sentinel-3 (S3) satellite missions ... -
Analysis of the effect of bus stops on the bus speed regarding the usage of public bus fleet as probe vehicles
Universitat Jaume I (2020-03-05)Public bus fleet location data has emerged in the last years as an affordable oppor tunity for local governments to monitor the city traffic. However, the speed data calculated from the location of the public bus fleet ... -
Using location-based services to improve mental health interventions
Universitat Jaume I (2020-03)The rapid developments in the functionalities of smartphones and technological innovations play a vital role in providing location-based services in healthcare. A mental health sensor-based software platform has been ... -
Solving the latency problem in Real-time GNSS Precise Point Positioning using open source software
Universitat Jaume I (2020-03)Real-time Precise Point Positioning (PPP) can provide the Global Navigation Satellites Systems (GNSS) users with the ability to determine their position accurately using only one GNSS receiver. The PPP solution does not ... -
Spatio-temporal Modeling of Traffic Risk Mapping on Urban Road Networks
Universitat Jaume I (2020-03)Over the past few years, traffic collisions have been one of the serious issues all over the world. Global status report on road safety, reveals an increasing number of fatalities due to traffic accidents, especially ...