360° Mulsemedia: A Way to Improve Subjective QoE in 360° Videos

Previous research has shown that adding multisensory media-mulsemedia-to traditional audiovisual content has a positive effect on user Quality of Experience (QoE). However, the QoE impact of employing mulsemedia in 360° videos has remained unexplored. Accordingly, in this paper, a QoE study for watching a 360° video-with and without multisensory effects-in a full free-viewpoint VR setting is presented. The parametric space we considered to influence the QoE consists of the encoding quality and the motion level of the transmitted media. To achieve our research aim, we propose a wearable VR system that provides multisensory enhancement of 360° videos. Then, we utilise its capabilities to systematically evaluate the effects of multisensory stimulation on perceived quality degradation for videos with different motion levels and encoding qualities. Our results make a strong case for the inclusion of multisensory effects in 360° videos, as they reveal that both user-perceived quality, as well as enjoyment, are significantly higher when mulsemedia (as opposed to traditional multimedia) is employed in this context. Moreover, these observations hold true independent of the underlying 360° video encoding quality-thus QoE can be significantly enhanced with a minimal impact on networking resources.

[1]  Celso A. S. Santos,et al.  A mulsemedia framework for delivering sensory effects to heterogeneous systems , 2019, Multimedia Systems.

[2]  Gabriel-Miro Muntean,et al.  Audio Masking Effect on Inter-Component Skews in Olfaction-Enhanced Multimedia Presentations , 2016, ACM Trans. Multim. Comput. Commun. Appl..

[3]  Yong Man Ro,et al.  Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder , 2017, VRST.

[4]  Anatole Lécuyer,et al.  Framework for enhancing video viewing experience with haptic effects of motion , 2012, 2012 IEEE Haptics Symposium (HAPTICS).

[5]  Michael Seufert,et al.  Assessing effect sizes of influence factors towards a QoE model for HTTP adaptive streaming , 2014, 2014 Sixth International Workshop on Quality of Multimedia Experience (QoMEX).

[6]  Adrian David Cheok,et al.  Digital taste and smell communication , 2011, BODYNETS.

[7]  Ramona Trestian,et al.  Seamless Multimedia Delivery Within a Heterogeneous Wireless Networks Environment: Are We There Yet? , 2018, IEEE Communications Surveys & Tutorials.

[8]  George Ghinea,et al.  Synchronization of Olfaction-Enhanced Multimedia , 2009, IEEE Transactions on Multimedia.

[9]  Celso A. S. Santos,et al.  Mulsemedia DIY: A Survey of Devices and a Tutorial for Building Your Own Mulsemedia Environment , 2019, ACM Comput. Surv..

[10]  Yutaka Ishibashi,et al.  QoE assessment in olfactory and haptic media transmission: Influence of inter-stream synchronization error , 2011, 2011 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR).

[11]  George Ghinea,et al.  The sweet smell of success: Enhancing multimedia applications with olfaction , 2012, TOMCCAP.

[12]  Manuela Chessa,et al.  The Perceptual Quality of the Oculus Rift for Immersive Virtual Reality , 2019, Hum. Comput. Interact..

[13]  Gabriel-Miro Muntean,et al.  Multiple-Scent Enhanced Multimedia Synchronization , 2014, TOMM.

[14]  George Ghinea,et al.  Information recall task impact in olfaction-enhanced multimedia , 2013, TOMCCAP.

[15]  Fukushima Norishige,et al.  Influence of Network Delay on Fairness between Players in Networked Game with Olfactory and Haptic Senses , 2015 .

[16]  Ellen Yi-Luen Do,et al.  Season Traveller: Multisensory Narration for Enhancing the Virtual Reality Experience , 2018, CHI.

[17]  George Ghinea,et al.  360° Mulsemedia Experience over Next Generation Wireless Networks - A Reinforcement Learning Approach , 2018, 2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX).

[18]  Celso A. S. Santos,et al.  Coping With the Challenges of Delivering Multiple Sensorial Media , 2019, IEEE MultiMedia.

[19]  Christian Timmerer,et al.  Towards subjective quality of experience assessment for omnidirectional video streaming , 2017, 2017 Ninth International Conference on Quality of Multimedia Experience (QoMEX).

[20]  Ashutosh Singla,et al.  Measuring and comparing QoE and simulator sickness of omnidirectional videos in different head mounted displays , 2017, 2017 Ninth International Conference on Quality of Multimedia Experience (QoMEX).

[21]  Klara Nahrstedt,et al.  Scalable 360° Video Stream Delivery: Challenges, Solutions, and Opportunities , 2019, Proceedings of the IEEE.

[22]  Gabriel-Miro Muntean,et al.  Subjective evaluation of olfactory and visual media synchronization , 2013, MMSys.

[23]  Touradj Ebrahimi,et al.  Testbed for subjective evaluation of omnidirectional visual content , 2016, 2016 Picture Coding Symposium (PCS).

[24]  Weisi Lin,et al.  Mulsemedia: State of the Art, Perspectives, and Challenges , 2014, TOMM.

[25]  Ellen Yi-Luen Do,et al.  Vocktail: A Virtual Cocktail for Pairing Digital Taste, Smell, and Color Sensations , 2017, ACM Multimedia.

[26]  Yutaka Ishibashi,et al.  Influence of Network Delay on Fairness between Players in Networked Game with Olfactory and Haptic Senses (コミュニケーションクオリティ) , 2015 .

[27]  Feng Qian,et al.  A Rate Adaptation Algorithm for Tile-based 360-degree Video Streaming , 2017, ArXiv.

[28]  Christian Timmerer,et al.  Towards Bandwidth Efficient Adaptive Streaming of Omnidirectional Video over HTTP: Design, Implementation, and Evaluation , 2017, MMSys.

[29]  Ellen Yi-Luen Do,et al.  Digital Lollipop , 2016, ACM Trans. Multim. Comput. Commun. Appl..

[30]  Gabriel-Miro Muntean,et al.  User Quality of Experience of Mulsemedia Applications , 2014, TOMM.

[31]  Yutaka Ishibashi,et al.  QoE assessment in haptic media, sound, and video transmission: Effect of playout buffering control , 2010, CIE.

[32]  Gabriel-Miro Muntean,et al.  Is Multimedia Multisensorial? - A Review of Mulsemedia Systems , 2018, ACM Comput. Surv..

[33]  Ellen Yi-Luen Do,et al.  Simulating the sensation of taste for immersive experiences , 2013, ImmersiveMe '13.

[34]  Ryohei Nakatsu,et al.  Taste/IP: the sensation of taste for digital communication , 2012, ICMI '12.

[35]  Zhenhua Li,et al.  A Measurement Study of Oculus 360 Degree Video Streaming , 2017, MMSys.

[36]  Kalevi Kilkki,et al.  Quality of Experience in Communications Ecosystem , 2008, J. Univers. Comput. Sci..

[37]  Feng Qian,et al.  360° Innovations for Panoramic Video Streaming , 2017, HotNets.

[38]  Lazaros F. Merakos,et al.  Shaping QoE in the 5G ecosystem , 2015, 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX).