%0 Book %T Fusing spatial and temporal components for real-time depth data enhancement of dynamic scenes %A Islam, Abm Tariqul %D 2019 %C Rostock %C Universität Rostock %G English %F 1681397668 %O vorgelegt von ABM Tariqul Islam %O GutachterInnen: Oliver Staadt (University of Rostock, Institute for Visual and Analytic Computing) ; Renato Pajarola (University of Zurich, Department of Informatics) %O Dissertation Universität Rostock 2019 %X The depth images from consumer depth cameras (e.g., structured-light/ToF devices) exhibit a substantial amount of artifacts (e.g., holes, flickering, ghosting) that needs to be removed for real-world applications. Existing methods cannot entirely remove them and perform slow. This thesis proposes a new real-time spatio-temporal depth image enhancement filter that completely removes flickering and ghosting, and significantly reduces holes. This thesis also presents a novel depth-data capture setup and two data reduction methods to optimize the performance of the proposed enhancement method. %L 004 %9 theses %9 Text %9 Hochschulschrift %R 10.18453/rosdok_id00002542 %U http://purl.uni-rostock.de/rosdok/id00002542 %U https://nbn-resolving.org/urn:nbn:de:gbv:28-rosdok_id00002542-3 %U https://d-nb.info/1293657840/34 %U https://doi.org/10.18453/rosdok_id00002542