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- research-articleDecember 2024JUST ACCEPTED
FatigueSense: Multi-Device and Multi-Modal Wearable Sensing for Detecting Mental Fatigue
ACM Transactions on Computing for Healthcare (HEALTH), Just Accepted https://doi.org/10.1145/3709363Mental fatigue is a crucial aspect that has gained attention across various disciplines due to its impact on overall well-being. While previous research has explored the use of wearable devices for detecting mental fatigue, limited investigation has been ...
- research-articleDecember 2024
JumpMetric: Assessment of Fiducial Positions for Vertical Jump Height Estimation from Depth Cameras and Wearable Sensors
MUM '24: Proceedings of the International Conference on Mobile and Ubiquitous MultimediaPages 419–431https://doi.org/10.1145/3701571.3701607While the training of vertical jumps offers benefits for agility and performance across various amateur sports, the objective measurement of jump height remains a challenge compared to simpler assessments like the broad jump distance in a sand pit. We ...
- posterOctober 2024
Micro-Gesture Recognition of Tongue via Bone Conduction Sound
- Shogo Tomaru,
- Ken Takaki,
- Hiroaki Murakami,
- Damyon Kim,
- Koya Narumi,
- Mitsuhiro Kamezaki,
- Yoshihiro Kawahara
UIST Adjunct '24: Adjunct Proceedings of the 37th Annual ACM Symposium on User Interface Software and TechnologyArticle No.: 96, Pages 1–3https://doi.org/10.1145/3672539.3686336We propose a hands-free and less perceptible gesture sensing method of the tongue by capturing the bone conduction sound generated when the tongue rubs the teeth. The sound is captured by the bone conduction microphones attached behind the ears. In this ...
- research-articleOctober 2024
TinyStressNAS: Automated Feature Selection and Model Generation for On-device Stress Detection
UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous ComputingPages 430–436https://doi.org/10.1145/3675094.3678497Over the past decades, Electrodermal Activity (EDA)-based stress detection systems have observed increasing interest due to the significant impact of stress on daily life and the need for continuous, unobtrusive monitoring. The wearable form-factor and ...
- research-articleOctober 2024
Dodging Stress: Non-Intrusive Stressor Mapping While Driving
UbiComp '24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous ComputingPages 391–397https://doi.org/10.1145/3675094.3678490Driving under stress negatively affects driving behaviour, increasing the risk of dangerous traffic situations and accidents. To effectively reduce driving stress, it is crucial to gain insights into stress triggers using ubiquitous stress detection ...
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- demonstrationJune 2024
Demo: Stress Detection on Tiny Edge Device with GSR Sensor
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and ServicesPages 598–599https://doi.org/10.1145/3643832.3661837Stress management is paramount to maintaining optimal health and well-being; stress builds up in spikes, causing problems like hypertension and anxiety, necessitating personalized interventions delivered in real-time through wearable technology. This ...
- research-articleMarch 2024
Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 1Article No.: 2, Pages 1–30https://doi.org/10.1145/3643541Electrodermal activity (EDA) is a physiological signal that can be used to infer humans' affective states and stress levels. EDA can nowadays be monitored using unobtrusive wearable devices, such as smartwatches, and leveraged in personal informatics ...
- research-articleMarch 2024
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 1Article No.: 37, Pages 1–34https://doi.org/10.1145/3643508Sleep behavior significantly impacts health and acts as an indicator of physical and mental well-being. Monitoring and predicting sleep behavior with ubiquitous sensors may therefore assist in both sleep management and tracking of related health ...
- abstractFebruary 2024
Liminal Space: A Performance with RaveNET
TEI '24: Proceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied InteractionArticle No.: 105, Pages 1–4https://doi.org/10.1145/3623509.3635337We present our musical performance exploration of liminal spaces, which focuses on the interconnected physicality of bodies in music, using biosignals and gestural, movement-based interaction to shape live performances in novel ways. Physical movement is ...
- Work in ProgressFebruary 2024
RaveNET: Connecting People and Exploring Liminal Space through Wearable Networks in Music Performance
TEI '24: Proceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied InteractionArticle No.: 89, Pages 1–8https://doi.org/10.1145/3623509.3635270RaveNET connects people to music, enabling musicians to modulate sound using signals produced by their own bodies or the bodies of others. We present three wearable prototype nodes in an inaugural RaveNET performance: Bones, an anti-corset, uses ...
- research-articleFebruary 2024
Base and Stitch: Evaluating eTextile Interfaces from a Material-Centric View
TEI '24: Proceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied InteractionArticle No.: 15, Pages 1–13https://doi.org/10.1145/3623509.3633363Fabrics are seen as the foundation for e-textile interfaces but contribute their own tactile properties to interaction. We examine the role of fabrics in gestural interaction from a novel, textile-focused view. We replicated an eTextile sensor and ...
- short-paperApril 2024
Demo Abstract: Lightweight Attention Network for Time Series Classification on Edge
SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor SystemsPages 484–485https://doi.org/10.1145/3625687.3628393In this work, we present a lightweight attention network to perform Time Series Classification on Edge devices. We evaluate the merit of our system on a Human Activity Recognition dataset and show the demonstration with the help of a Wearable device (...
- short-paperOctober 2023
Assessing Infant and Toddler Behaviors through Wearable Inertial Sensors: A Preliminary Investigation
ICMI '23 Companion: Companion Publication of the 25th International Conference on Multimodal InteractionPages 16–20https://doi.org/10.1145/3610661.3617153Accurately assessing a child’s health status and taking appropriate action in case of illness or other emergencies is crucial to recording and sharing a childcare situation, such as sleeping hours, amount of exercise, and timing of meals. Although ...
- abstractOctober 2023
Plug-and-Play Wearables: A Repositionable E-Textile Garment System to Support Custom Fit for Lower-Limb Rehabilitation Applications
UbiComp/ISWC '23 Adjunct: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable ComputingPages 304–309https://doi.org/10.1145/3594739.3610785Fit of an e-textile garment has become increasingly important as more advanced wearable technology applications demand precise placement of sensors and actuators. Human anthropometry is complex and varied, and for many applications, a single e-textile ...
- demonstrationJune 2023
Demo: On-device Puff Detection System for Smoking Cessation
MobiSys '23: Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and ServicesPages 586–587https://doi.org/10.1145/3581791.3597284Customized, on-device applications that provide timely interventions about smoking episodes are very helpful for smoking cessation. For this, real-time detection of smoking puffs are necessary through unobtrusive wearable devices. This work demonstrates ...
- research-articleMarch 2023
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments
- Bo Zhou,
- Daniel Geissler,
- Marc Faulhaber,
- Clara Elisabeth Gleiss,
- Esther Friederike Zahn,
- Lala Shakti Swarup Ray,
- David Gamarra,
- Vitor Fortes Rey,
- Sungho Suh,
- Sizhen Bian,
- Gesche Joost,
- Paul Lukowicz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 7, Issue 1Article No.: 41, Pages 1–40https://doi.org/10.1145/3580883We present MoCaPose, a novel wearable motion capturing (MoCap) approach to continuously track the wearer's upper body's dynamic poses through multi-channel capacitive sensing integrated in fashionable, loose-fitting jackets. Unlike conventional wearable ...
- research-articleMarch 2023
Affective Umbrella – A Wearable System to Visualize Heart and Electrodermal Activity, towards Emotion Regulation through Somaesthetic Appreciation
AHs '23: Proceedings of the Augmented Humans International Conference 2023Pages 231–242https://doi.org/10.1145/3582700.3582727In this paper, we introduce Affective Umbrella, a novel system to record, analyze and visualize physiological data in real time via an umbrella handle. We implement a biofeedback loop design in the system that triggers visualization changes to reflect ...
- research-articleOctober 2021
BioFace-3D: continuous 3d facial reconstruction through lightweight single-ear biosensors
MobiCom '21: Proceedings of the 27th Annual International Conference on Mobile Computing and NetworkingPages 350–363https://doi.org/10.1145/3447993.3483252Over the last decade, facial landmark tracking and 3D reconstruction have gained considerable attention due to their numerous applications such as human-computer interactions, facial expression analysis, and emotion recognition, etc. Traditional ...
- research-articleSeptember 2021
ThumbTrak: Recognizing Micro-finger Poses Using a Ring with Proximity Sensing
- Wei Sun,
- Franklin Mingzhe Li,
- Congshu Huang,
- Zhenyu Lei,
- Benjamin Steeper,
- Songyun Tao,
- Feng Tian,
- Cheng Zhang
MobileHCI '21: Proceedings of the 23rd International Conference on Mobile Human-Computer InteractionArticle No.: 2, Pages 1–9https://doi.org/10.1145/3447526.3472060ThumbTrak is a novel wearable input device that recognizes 12 micro-finger poses in real-time. Poses are characterized by the thumb touching each of the 12 phalanges on the hand. It uses a thumb-ring, built with a flexible printed circuit board, which ...
- short-paperSeptember 2021
Inferring Complex Textile Shape from an Integrated Carbon Black-infused Ecoflex-based Bend and Stretch Sensor Array
UbiComp/ISWC '21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable ComputersPages 298–303https://doi.org/10.1145/3460418.3479347We demonstrate how an array of custom-made strain and bend sensors could be integrated into a stretchable sleeve to infer the textile deformation. The angles and elongation measured by the sensors can be used by an optimisation-based algorithm to infer ...