Browsing by Author "Salumets, Sten"

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    Assessing Event-Based Localization Algorithms for Vehicular Off-Road Applications
    (Tartu Ülikool, 2023) Salumets, Sten; Tartu Ülikool. Loodus- ja täppisteaduste valdkond; Tartu Ülikool. Tehnoloogiainstituut
    Event cameras, with their high temporal resolution and dynamic range, represent a promising technology for localization applications. Yet, their performance in off-road environments remains untested. This thesis addresses this gap by assessing three eventbased localization methods in off-road settings. A conventional frame-based method is included as a benchmark for comparison. The effectiveness of each method is assessed by comparing computed trajectories with ground truth data. The findings indicate that current publicly available event-based methods are not yet mature enough to provide accurate and robust performance in off-road environments. The study underscores the need for further research to fully harness the potential of event cameras in these challenging settings.