Matches in SemOpenAlex for { <https://semopenalex.org/work/W77926464> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W77926464 abstract "The variety of means for human-computer interaction has experienced a surge in recent years and currently covers several methods for haptic communication and voice control. These technologies have proven to be a vital tool for information exchange and are already a fundamental part of daily human interaction. However, they are mainly restricted to a two dimensional input and the interpretation of formulated commands. To overcome these limitations, several approaches of 3D hand pose detection systems were made that often imply computation intensive models or large databases with synthetic training sets. Therefore, this thesis presents a 3D hand pose estimation system that provides real-time processing at low computational cost.The first parts describes methods for the hand-background segmentation and the tracking of specific feature points, which include the center of the palm and the fingertips. In the second part, a novel approach is proposed for inferring the position of finger base joints and numbering the correlated fingertip-joint clusters. This method clearly distinguishes from other approaches, as it deduces the joint location from the relative configuration of finger clusters to the center of the palm, omitting the need for complex models or databases. Finally, all obtained information is combined to calculate the angles at each joint and to drive a 3D simulation model, which illustrates the imitated user hand pose.Results presented in the evaluation show that this approach is well suited for hand pose estimation, as it achieves high accuracy in detection and additionally enables real-time interaction. Precision and stability can further be improved by upgrading the utilized camera to a system with higher resolution. This modification also allows considering multiple feature points for a more differentiated angle calculation. Overall, the user feedback was very positive and all test participants mentioned an incline of their success rate over time." @default.
- W77926464 created "2016-06-24" @default.
- W77926464 creator A5049657767 @default.
- W77926464 date "2014-09-01" @default.
- W77926464 modified "2023-09-27" @default.
- W77926464 title "Implementation of a 3D Hand Pose Estimation System" @default.
- W77926464 cites W1815774045 @default.
- W77926464 cites W2007104354 @default.
- W77926464 cites W2038710267 @default.
- W77926464 cites W2105934661 @default.
- W77926464 cites W2106467146 @default.
- W77926464 cites W2110619642 @default.
- W77926464 cites W2116570754 @default.
- W77926464 cites W2124642300 @default.
- W77926464 cites W2144378612 @default.
- W77926464 cites W2153169563 @default.
- W77926464 cites W2161160262 @default.
- W77926464 cites W2166665167 @default.
- W77926464 hasPublicationYear "2014" @default.
- W77926464 type Work @default.
- W77926464 sameAs 77926464 @default.
- W77926464 citedByCount "0" @default.
- W77926464 crossrefType "journal-article" @default.
- W77926464 hasAuthorship W77926464A5049657767 @default.
- W77926464 hasConcept C10138342 @default.
- W77926464 hasConcept C127413603 @default.
- W77926464 hasConcept C138885662 @default.
- W77926464 hasConcept C154945302 @default.
- W77926464 hasConcept C162324750 @default.
- W77926464 hasConcept C198082294 @default.
- W77926464 hasConcept C2776401178 @default.
- W77926464 hasConcept C2781018962 @default.
- W77926464 hasConcept C31972630 @default.
- W77926464 hasConcept C41008148 @default.
- W77926464 hasConcept C41895202 @default.
- W77926464 hasConcept C52102323 @default.
- W77926464 hasConcept C78519656 @default.
- W77926464 hasConcept C89600930 @default.
- W77926464 hasConceptScore W77926464C10138342 @default.
- W77926464 hasConceptScore W77926464C127413603 @default.
- W77926464 hasConceptScore W77926464C138885662 @default.
- W77926464 hasConceptScore W77926464C154945302 @default.
- W77926464 hasConceptScore W77926464C162324750 @default.
- W77926464 hasConceptScore W77926464C198082294 @default.
- W77926464 hasConceptScore W77926464C2776401178 @default.
- W77926464 hasConceptScore W77926464C2781018962 @default.
- W77926464 hasConceptScore W77926464C31972630 @default.
- W77926464 hasConceptScore W77926464C41008148 @default.
- W77926464 hasConceptScore W77926464C41895202 @default.
- W77926464 hasConceptScore W77926464C52102323 @default.
- W77926464 hasConceptScore W77926464C78519656 @default.
- W77926464 hasConceptScore W77926464C89600930 @default.
- W77926464 hasLocation W779264641 @default.
- W77926464 hasOpenAccess W77926464 @default.
- W77926464 hasPrimaryLocation W779264641 @default.
- W77926464 hasRelatedWork W1448596647 @default.
- W77926464 hasRelatedWork W1481628733 @default.
- W77926464 hasRelatedWork W1601913017 @default.
- W77926464 hasRelatedWork W1781980401 @default.
- W77926464 hasRelatedWork W1783188701 @default.
- W77926464 hasRelatedWork W2078157583 @default.
- W77926464 hasRelatedWork W2086598950 @default.
- W77926464 hasRelatedWork W2097159199 @default.
- W77926464 hasRelatedWork W2097764612 @default.
- W77926464 hasRelatedWork W2194617458 @default.
- W77926464 hasRelatedWork W2293898790 @default.
- W77926464 hasRelatedWork W2830589147 @default.
- W77926464 hasRelatedWork W2949243268 @default.
- W77926464 hasRelatedWork W3097339934 @default.
- W77926464 hasRelatedWork W3108821075 @default.
- W77926464 hasRelatedWork W3188937449 @default.
- W77926464 hasRelatedWork W3193035290 @default.
- W77926464 hasRelatedWork W571239384 @default.
- W77926464 hasRelatedWork W635126563 @default.
- W77926464 hasRelatedWork W2557338184 @default.
- W77926464 isParatext "false" @default.
- W77926464 isRetracted "false" @default.
- W77926464 magId "77926464" @default.
- W77926464 workType "article" @default.