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A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System

The booming haptic data significantly improve the users’ immersion during multimedia interaction. As a result, the study of a Haptic-based Interaction System has attracted the attention of the multimedia community. To construct such a system, a challenging task is the synchronization of multiple sen...

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Detalles Bibliográficos
Autores principales: Xu, Yiwen, Huang, Liangtao, Zhao, Tiesong, Fang, Ying, Lin, Liqun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331103/
https://www.ncbi.nlm.nih.gov/pubmed/35898007
http://dx.doi.org/10.3390/s22155502
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author Xu, Yiwen
Huang, Liangtao
Zhao, Tiesong
Fang, Ying
Lin, Liqun
author_facet Xu, Yiwen
Huang, Liangtao
Zhao, Tiesong
Fang, Ying
Lin, Liqun
author_sort Xu, Yiwen
collection PubMed
description The booming haptic data significantly improve the users’ immersion during multimedia interaction. As a result, the study of a Haptic-based Interaction System has attracted the attention of the multimedia community. To construct such a system, a challenging task is the synchronization of multiple sensorial signals that is critical to the user experience. Despite audio-visual synchronization efforts, there is still a lack of a haptic-aware multimedia synchronization model. In this work, we propose a timestamp-independent synchronization for haptic–visual signal transmission. First, we exploit the sequential correlations during delivery and playback of a haptic–visual communication system. Second, we develop a key sample extraction of haptic signals based on the force feedback characteristics and a key frame extraction of visual signals based on deep-object detection. Third, we combine the key samples and frames to synchronize the corresponding haptic–visual signals. Without timestamps in the signal flow, the proposed method is still effective and more robust in complicated network conditions. Subjective evaluation also shows a significant improvement of user experience with the proposed method.
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spelling pubmed-93311032022-07-29 A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System Xu, Yiwen Huang, Liangtao Zhao, Tiesong Fang, Ying Lin, Liqun Sensors (Basel) Article The booming haptic data significantly improve the users’ immersion during multimedia interaction. As a result, the study of a Haptic-based Interaction System has attracted the attention of the multimedia community. To construct such a system, a challenging task is the synchronization of multiple sensorial signals that is critical to the user experience. Despite audio-visual synchronization efforts, there is still a lack of a haptic-aware multimedia synchronization model. In this work, we propose a timestamp-independent synchronization for haptic–visual signal transmission. First, we exploit the sequential correlations during delivery and playback of a haptic–visual communication system. Second, we develop a key sample extraction of haptic signals based on the force feedback characteristics and a key frame extraction of visual signals based on deep-object detection. Third, we combine the key samples and frames to synchronize the corresponding haptic–visual signals. Without timestamps in the signal flow, the proposed method is still effective and more robust in complicated network conditions. Subjective evaluation also shows a significant improvement of user experience with the proposed method. MDPI 2022-07-23 /pmc/articles/PMC9331103/ /pubmed/35898007 http://dx.doi.org/10.3390/s22155502 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xu, Yiwen
Huang, Liangtao
Zhao, Tiesong
Fang, Ying
Lin, Liqun
A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title_full A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title_fullStr A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title_full_unstemmed A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title_short A Timestamp-Independent Haptic–Visual Synchronization Method for Haptic-Based Interaction System
title_sort timestamp-independent haptic–visual synchronization method for haptic-based interaction system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9331103/
https://www.ncbi.nlm.nih.gov/pubmed/35898007
http://dx.doi.org/10.3390/s22155502
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