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Deep Convolutional Neural Networks for Semantic Segmentation of Multi-Band Satellite Images

2018

Master's thesis Information- and communication technology IKT590 - University of Agder 2018 Semantic segmentation of images is of increasing interest in the eld of computer vision and machine learning. Accurate and e cient segmentation methods is required for many of todays modern applications. This the- sis provides a review of deep learning methods for semantic segmentation of satellite images. Firstly, we compare di erent state-of-the-art methods. Next, we explore the bene ts of using multiple spectral bands of data as compared to the traditional RGB bands. Finally, a look at future possibil- ities with segmentation using capsule networks.

IKT590ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550

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Combining Deep Privacy with an Attribute-driven Generative Adversarial Network to Preserve Gender and Age in De-identified CCTV Footage

2021

Master's thesis in Information- and communication technology (IKT590) A surveillance camera is an efficient solution to prohibit crimes for both small and big businesses, and is broadly utilized in big cities. Today, the police force can only access the camera footage for further investigation after an act of crime. In order to observe, find patterns, and react appropriately to an event, the Oslo Police wants to use its own CCTV cameras and analyze such footage in real-time. To investigate real-time CCTV footage and share such footage with a third-party for analyzing, the people in the footage need to be de-identified. In this thesis, we focus on de-identification of CCTV footage, preservin…

IKT590ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550

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Hand Gestures Recognition using Thermal Images

2021

Master's thesis in Information- and communication technology (IKT590) Hand gesture recognition is important in a variety of applications, including medical systems and assistive technologies, human-computer interaction, human-robot interaction, industrial automation, virtual environment control, sign language translation, crisis and disaster management, en-tertainment and computer games, and robotics. RGB cameras are usually used for most of these applications. However, their performance is limited especially in low-light conditions. It is challenging to accurately classify the hand gestures in dark conditions. In this thesis, we propose the robust hand gestures recognition based on high re…

IKT590ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONVDP::Teknologi: 500::Informasjons- og kommunikasjonsteknologi: 550

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Open formats and interfaces for exchange of public information

2003

Masteroppgave i informasjons- og kommunikasjonsteknologi 2003 - Høgskolen i Agder, Grimstad Electronic reporting is an important part of all national eGovernment initiatives. XML4DR is a standard based on XML, proposed by a consortium funded by the European Commission. An application used for reporting from municipalities to central government has been developed by Comfact AB. A platform independent application will allow each municipality to freely chose tools such as browser, text processor and operating system. A platform independent application will rely on either open standards or a set of vendor specific pieces of code for the deviation form the standard. In this thesis I have evaluat…

IKT590VDP::Matematikk og naturvitenskap: 400::Informasjons- og kommunikasjonsvitenskap: 420::Kommunikasjon og distribuerte systemer: 423ComputingMethodologies_DOCUMENTANDTEXTPROCESSINGVDP::Matematikk og naturvitenskap: 400::Informasjons- og kommunikasjonsvitenskap: 420::Databaser og multimediasystemer: 428

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