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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 ...
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 ...
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 ...