Ruochen Cao, Zequn Liang, Chenkai Zhang, Andrew Cunningham, James A Walsh, Rui Cao
{"title":"The Role of Visual Augmentation on Embodied Skill Acquisition Across Perspectives and Body Representations.","authors":"Ruochen Cao, Zequn Liang, Chenkai Zhang, Andrew Cunningham, James A Walsh, Rui Cao","doi":"10.1109/TVCG.2025.3616832","DOIUrl":null,"url":null,"abstract":"<p><p>Immersive embodiment holds great promise for motor skill acquisition, however the design and effect of real-time visual guidance across perspectives and body representations remain underexplored. This study introduces a puppet-inspired visual feedback framework that uses continuous visual linkages - line, color, and thickness cues - to externalize spatial deviation and scaffold embodied learning. To evaluate its effectiveness, we conducted a controlled virtual reality experiment (N = 40) involving gesture imitation tasks with fine (sign language) and gross (aviation marshalling) motor components, under first- and third-person viewpoints. Results showed that color-based guidance significantly improved imitation accuracy, short-term learning, and perceived embodiment, especially in finger-based and first-person settings. Subjective assessments (NASA-TLX, Motivation, IPQ, Embodiment) confirmed improvements in presence, agency, and task engagement.</p>","PeriodicalId":94035,"journal":{"name":"IEEE transactions on visualization and computer graphics","volume":"PP ","pages":""},"PeriodicalIF":6.5000,"publicationDate":"2025-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE transactions on visualization and computer graphics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TVCG.2025.3616832","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Immersive embodiment holds great promise for motor skill acquisition, however the design and effect of real-time visual guidance across perspectives and body representations remain underexplored. This study introduces a puppet-inspired visual feedback framework that uses continuous visual linkages - line, color, and thickness cues - to externalize spatial deviation and scaffold embodied learning. To evaluate its effectiveness, we conducted a controlled virtual reality experiment (N = 40) involving gesture imitation tasks with fine (sign language) and gross (aviation marshalling) motor components, under first- and third-person viewpoints. Results showed that color-based guidance significantly improved imitation accuracy, short-term learning, and perceived embodiment, especially in finger-based and first-person settings. Subjective assessments (NASA-TLX, Motivation, IPQ, Embodiment) confirmed improvements in presence, agency, and task engagement.