ABSTRACT
This work searches to explore the potential of textile sensing systems as a new modality of capturing social behaviour. Hereby, the focus lies on evaluating the performance of embedded pressure sensors as reliable detectors for social cues, such as postural states. We have designed chair covers and trousers that were evaluated in two studies. The results show that these relatively simple sensors can distinguish postures as well as different behavioural cues.
- Bert Arnrich, Cornelia Setz, Roberto La Marca, Gerhard Tröster, and Ulrike Ehlert. 2010. What does your chair know about your stress level? IEEE Transactions on Information Technology in Biomedicine (2010). Google ScholarDigital Library
- Hennie Brugman, Albert Russel, and Xd Nijmegen. 2004. Annotating Multimedia/Multi-modal Resources with ELAN.. In LREC.Google Scholar
- Lina M Castano and Alison B Flatau. 2014. Smart fabric sensors and e-textile technologies: a review. Smart Materials and Structures 23, 5 (2014), 053001.Google ScholarCross Ref
- Tanzeem Choudhury and Alex Pentland. 2002. The sociometer: A wearable device for understanding human networks. In CSCW'02 Workshop: Ad hoc Communications and Collaboration in Ubiquitous Computing Environments.Google Scholar
- Sidney D'Mello and Art Graesser. 2009. Automatic detection of learner's affect from gross body language. Applied Artificial Intelligence 23, 2 (2009), 123--150. Google ScholarDigital Library
- Maurin Donneaud and Paul Strohmeier. 2017. Musical Skin Fabric Interface for Expressive Music Control. 17 (2017).Google Scholar
- Patrick GT Healey and Stuart A Battersby. 2009. The interactional geometry of a three-way conversation. In Proceedings of the 31st annual conference of the cognitive science society. 785--790.Google Scholar
- Patrick George Healey, Nicola Plant, Christine Howes, and Mary Lavelle. 2015. When words fail: collaborative gestures during clarification dialogues. In 2015 AAAI Spring Symposium Series: Turn-Taking and Coordination in Human-Machine Interaction.Google Scholar
- G. Holmes, A. Donkin, and I.H. Witten. 1994. WEKA: a machine learning workbench. In Proceedings of ANZIIS '94 - Australian New Zealnd Intelligent Information Systems Conference. IEEE, 357--361.Google Scholar
- Adam Kendon. 1990. Spatial organization in social encounters: The F-formation system. Conducting interaction: Patterns of behavior in focused encounters (1990), 209--238.Google Scholar
- Nanda Khaorapapong and Matthew Purver. 2013. Designing Unobtrusive Interfaces to Increase Naturaof First Time Face-To-Face Interaction. International SERIES on Information Systems and Management in Creative eMedia (CreMedia) 2012/1 (2013), 19--28.Google Scholar
- Selene Mota and Rosalind W Picard. 2003. Automated posture analysis for detecting learner's interest level. In Computer Vision and Pattern Recognition Workshop, 2003. CVPRW'03. Conference on, Vol. 5. IEEE, 49--49.Google ScholarCross Ref
- Ivan Poupyrev, Nan-Wei Gong, Shiho Fukuhara, Mustafa Emre Karagozler, Carsten Schwesig, and Karen E. Robinson. 2016. Project Jacquard. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16.Google Scholar
- Jun Rekimoto. 2001. Gesturewrist and Gesturepad: Unobtrusive Wearable Interaction Devices. ISWC '01 Proceedings of the 5th IEEE International Symposium on Wearable Computers (2001), 21--27. arXiv:0--7695--1318--2 Google ScholarDigital Library
- Susan Elizabeth Ryan. 2014. Garments of paradise: wearable discourse in the digital age. MIT Press.Google Scholar
- Emanuel A Schegloff. 1998. Body Torque *. SOCIAL RESEARCH 65, 3 (1998).Google Scholar
- Björn W Schuller and Gerhard Rigoll. 2009. Recognising interest in conversational speech-comparing bag of frames and supra-segmental features.. In INTERSPEECH. 1999--2002.Google Scholar
- Sophie Skach, Patrick G T Healey, and Rebecca Stewart. 2017. Talking Through Your Arse: Sensing Conversation with Seat Covers. In Proceedings of the 39th Annual Meeting of the Cognitive Science Society. London.Google Scholar
- Hong Z. Tan, Lynne A. Slivovsky, and Alex Pentland. 2001. A sensing chair using pressure distribution sensors. IEEE/ASME Transactions on Mechatronics (2001).Google Scholar
- Wei Weng, Peining Chen, Sisi He, Xuemei Sun, and Huisheng Peng. 2016. Smart electronic textiles. Angewandte Chemie International Edition 55, 21 (2016), 6140-- 6169.Google ScholarCross Ref
- Allison Winters. 2005. Perceptions of body posture and emotion: A question of methodology. The New School Psychology Bulletin 3, 2 (2005), 35--45.Google Scholar
Index Terms
- Strike A Pose: Capturing Non-Verbal Behaviour with Textile Sensors
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