On-body sensing: From gesture-based input to activity-driven interaction
Paul Lukowicz Oliver Amft Daniel Roggen Jingyuan Cheng
Computer, 2010-10-1
Daniel Roggen
Roggen Daniel
ORCID: 0000-0001-8033-6417
Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset 10.1109/ACCESS.2019.2890793
Flexible Sensors-From Materials to Applications 10.3390/technologies7020035
Thigh-derived inertial sensor metrics to assess the sit-to-stand and stand-to-sit transitions in the timed up and go (TUG) Task for quantifying mobility impairment in multiple sclerosis 10.3389/fneur.2018.00684
Collecting complex activity datasets in highly rich networked sensor environments 10.1109/INSS.2010.5573462
Potentials of enhanced context awareness in wearable assistants for Parkinson's disease patients with the freezing of gait syndrome 10.1109/ISWC.2009.14
Wearable assistant for Parkinsons disease patients with the freezing of gait symptom 10.1109/TITB.2009.2036165
Activity recognition from on-body sensors by classifier fusion: Sensor scalability and robustness 10.1109/ISSNIP.2007.4496857
Performance Analysis of Routing Protocol for Low Power and Lossy Networks (RPL) in Large Scale Networks 10.1109/JIOT.2017.2755980
The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics with Mobile Devices 10.1109/ACCESS.2018.2858933
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 10.1145/3267305.3267519
Deep convolutional and LSTM recurrent neural networks for multimodal wearable activity recognition 10.3390/s16010115
Probing crowd density through smartphones in city-scale mass gatherings 10.1140/epjds17
Exploring the acceptability of google glass as an everyday assistive device for people with Parkinson's 10.1145/2556288.2557092
Feature learning for detection and prediction of freezing of gait in Parkinson's disease 10.1007/978-3-642-39712-7_11
The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition 10.1016/j.patrec.2012.12.014
ActionSLAM: Using location-related actions as landmarks in pedestrian SLAM 10.1109/IPIN.2012.6418932
Online detection of freezing of gait with smartphones and machine learning techniques 10.4108/icst.pervasivehealth.2012.248680
Activity recognition from on-body sensors: Accuracy-power trade-off by dynamic sensor selection 10.1007/978-3-540-77690-1_2
Shapesense3D - Textile-sensing and reconstruction of body geometries 10.1145/3341162.3343846
Flexible temperature sensor integration into e-textiles using different industrial yarn fabrication processes 10.3390/s20010073
Multimodal fusion of IMUs and EPS body-worn sensors for scratch recognition 10.1145/3421937.3421987
Electric field phase sensing for wearable orientation and localisation applications 10.1145/2971763.2971774
Wearable electric potential sensing: A new modality sensing hair touch and restless leg movement 10.1145/2968219.2968286
WLCSSLearn: Learning algorithm for template matching-based gesture recognition systems 10.1109/ICIEV.2019.8858539
Demo: Complex human gestures encoding from wearable inertial sensors for activity recognition 10.5555/3234847.3234883
Beach volleyball serve type recognition 10.1145/2971763.2971781
Limited-memory warping LCSS for real-time low-power pattern recognition in wireless nodes 10.1007/978-3-319-15582-1_10
Lessons from hands-free data entry in flexible cystoscopy with Glass for future smart assistance 10.1007/978-3-030-25590-9
Towards the correlation between human hydration and the electrical activity of the heart using Electric Potential Sensors 10.1109/SAS.2015.7133644
Recognition of crowd behavior from mobile sensors with pattern analysis and graph clustering methods 10.3934/nhm.2011.6.521
Wearable activity tracking in car manufacturing 10.1109/MPRV.2008.40
Effect of movements on the electrodermal response after a startle event 10.3414/ME9108
Effect of movements on the electrodermal response after a startle event 10.1109/PCTHEALTH.2008.4571101
EyeMote - Towards context-aware gaming using eye movements recorded from wearable electrooculography 10.1007/978-3-540-88322-7_4
Modeling service-oriented context processing in dynamic body area networks 10.1109/JSAC.2009.090106
Fusion of string-matched templates for continuous activity recognition 10.1109/ISWC.2007.4373775
Adaptation of hybrid human-computer interaction systems using EEG error-related potentials 10.1109/IEMBS.2010.5627376
What's in the eyes for context-awareness? 10.1109/MPRV.2010.49
Wearable computing 10.1109/MRA.2011.940992
User acceptance study of a mobile system for assistance during emergency situations at large-scale events 10.1109/HUMANCOM.2010.5563347
Prototyping with a bio-inspired reconfigurable chip 10.1109/IWRSP.2004.1311123
On the use of brain decoded signals for online user adaptive gesture recognition systems 10.1007/978-3-642-12654-3_25
Evolving discriminative features robust to sensor displacement for activity recognition in body area sensor networks 10.1109/ISSNIP.2009.5416810
An educational and research kit for activity and context recognition from on-body sensors 10.1109/BSN.2010.35
Quantifying gait similarity: User authentication and real-world challenge 10.1007/978-3-642-01793-3_105
Organizing context information processing in dynamic wireless sensor networks 10.1109/ISSNIP.2007.4496821
Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments 10.3233/AIS-2009-0020
Decentralized detection of group formations from wearable acceleration sensors 10.1109/CSE.2009.199
Recognition of hearing needs from body and eye movements to improve hearing instruments 10.1007/978-3-642-21726-5_20
Recognition of visual memory recall processes using eye movement analysis 10.1145/2030112.2030172
Towards an online detection of pedestrian flocks in urban canyons by smoothed spatio-temporal clustering of GPS trajectories 10.1145/2063212.2063220
Design of a bilateral vibrotactile feedback system for lateralization 10.1145/2049536.2049583
Benchmarking classification techniques using the opportunity human activity dataset 10.1109/ICSMC.2011.6083628
Collection and curation of a large reference dataset for activity recognition 10.1109/ICSMC.2011.6083638
Real-time detection and recommendation of thermal spots by sensing collective behaviors in paragliding 10.1145/2030066.2030070
Titan: An enabling framework for activity-aware pervasive apps in opportunistic personal area networks 10.1155/2011/172831
Rapid prototyping of smart garments for activity-aware applications 10.3233/AIS-2009-0015
A wearable, ambient sound-based approach for infrastructureless fuzzy proximity estimation 10.1109/ISWC.2010.5665863
On-body sensing: From gesture-based input to activity-driven interaction 10.1109/MC.2010.294
Towards multi-modal context recognition for hearing instruments 10.1109/ISWC.2010.5665855
It's in your eyes: Towards context-awareness and mobile HCI using wearable EOG goggles 10.1145/1409635.1409647
Scenario based modeling for very large scale simulations 10.1109/DS-RT.2010.20
Incremental kNN classifier exploiting correct-error teacher for activity recognition 10.1109/ICMLA.2010.72
Wearable assistant for load monitoring: Recognition of on-body load placement from gait alterations 10.4108/ICST.PERVASIVEHEALTH2010.8894
A wearable system to assist walking of parkinsońs disease patients benefits and challenges of context-triggered acoustic cueing 10.3414/ME09-02-0003
Identifying important action primitives for high level activity recognition 10.1007/978-3-642-16982-3_12
OPPORTUNITY: Towards opportunistic activity and context recognition systems 10.1109/WOWMOM.2009.5282442
Mapping by seeing - Wearable vision-based dead-reckoning, and closing the loop 10.1007/978-3-540-75696-5_2
Unsupervised classifier self-calibration through repeated context occurences: Is there robustness against sensor displacement to gain? 10.1109/ISWC.2009.12
Evolving genetic regulatory networks for hardware fault tolerance 10.1007/978-3-540-30217-9_57
Multi-cellular development: Is there scalability and robustness to gain? 10.1007/978-3-540-30217-9_40
Evolutionary morphogenesis for multi-cellular systems 10.1007/s10710-006-9019-1
Parkinson's disease patients' perspective on context aware wearable technology for auditive assistance 10.4108/ICST.PERVASIVEHEALTH2009.6001
Wearable EOG goggles: Eye-based interaction in everyday environments 10.1145/1520340.1520468
Towards an interactive snowboarding assistance system 10.1109/ISWC.2009.30
Evolution of embodied intelligence 10.1007/978-3-540-27833-7_23
Titan: A tiny task network for dynamically reconfigurable heterogeneous sensor networks 10.1007/978-3-540-69962-0_11
Time-lag method for detecting following and leadership behavior of pedestrians from mobile sensing data 10.1109/PerCom.2013.6526714
Using mobile technology and a participatory sensing approach for crowd monitoring and management during large-scale mass gatherings 10.1007/978-3-642-36614-7_4
Design of an ecology of activity-aware cells in ambient intelligence environments 10.3182/20120905-3-HR-2030.00181
Ear-worn reference data collection and annotation for multimodal context-aware hearing instruments. 10.1109/EMBC.2012.6346464
Analyzing the impact of different action primitives in designing high-level human activity recognition systems 10.3233/AIS-130223
Robust activity recognition combining anomaly detection and classifier retraining 10.1109/BSN.2013.6575491
Network-level power-performance trade-off in wearable activity recognition: A dynamic sensor selection approach 10.1145/2345770.2345781
Opportunistic human activity and context recognition 10.1109/MC.2012.393
DactyLoc: A minimally geo-referenced WiFi+GSM-fingerprint-based localization method for positioning in urban spaces 10.1109/IPIN.2012.6418923
Improving online gesture recognition with template matching methods in accelerometer data 10.1109/ISDA.2012.6416645
Design of a multimodal hearing system 10.2298/CSIS120423012T
The adARC pattern analysis architecture for adaptive human activity recognition systems 10.1007/s12652-011-0064-0
Engineers meet clinicians: Augmenting parkinson's disease patients to gather information for gait rehabilitation 10.1145/2459236.2459257
Tagging human activities in video by crowdsourcing 10.1145/2461466.2461508
Context cells: Towards lifelong learning in activity recognition systems 10.1007/978-3-642-04471-7_10
Bringing quality of context into wearable human activity recognition systems 10.1007/978-3-642-04559-2_15
Activity recognition in opportunistic sensor environments 10.1016/j.procs.2011.09.003
Mobile sensing of pedestrian flocks in indoor environments using WiFi signals 10.1109/PerCom.2012.6199854
Improving game accessibility with vibrotactile-enhanced hearing instruments 10.1007/978-3-642-31522-0_70
Kinect=IMU? Learning MIMO signal mappings to automatically translate activity recognition systems across sensor modalities 10.1109/ISWC.2012.17
Inferring crowd conditions from pedestrians' location traces for real-time crowd monitoring during city-scale mass gatherings 10.1109/WETICE.2012.26
Detecting pedestrian flocks by fusion of multi-modal sensors in mobile phones 10.1145/2370216.2370256
Automatic power-off for binaural hearing instruments 10.1007/978-3-642-34898-3_35
SMASH: A distributed sensing and processing garment for the classification of upper body postures 10.4108/ICST.BODYNETS2008.2955
Online detection of freezing of gait in Parkinson's disease patients: A performance characterization 10.4108/ICST.BODYNETS2009.5852
Bilateral vibrotactile feedback patterns for accurate lateralization in Hearing Instrument body area networks 10.4108/icst.bodynets.2011.246910
Identification of relevant multimodal cues to enhance context-aware hearing instruments 10.4108/icst.bodynets.2011.246911
Theme issue from ISWC 2013 10.1007/s00779-014-0814-z
Hardware spiking neural network with run-time reconfigurable connectivity in an autonomous robot 10.1109/EH.2003.1217666
A morphogenetic evolutionary system: Phylogenesis of the poetic circuit 10.1007/3-540-36553-2_14
Ontogenetic development and fault tolerance in the POEtic tissue 10.1007/3-540-36553-2_13
CoenoSense: A framework for real-time detection and visualization of collective behaviors in human crowds by tracking mobile devices 10.1007/978-3-319-00395-5_46
ActionSLAM on a smartphone: At-home tracking with a fully wearable system 10.1109/IPIN.2013.6817874
Signal processing technologies for activity-aware smart textiles 10.1533/9780857093530.2.329
Exploration of head gesture control for hearing instruments 10.1504/IJAHUC.2014.064858
Gestures are Strings: Efficient online gesture spotting and classification using string matching 10.4108/bodynets.2007.143
Real time gesture recognition using Continuous Time Recurrent Neural Networks 10.4108/bodynets.2007.149
On-body activity recognition in a dynamic sensor network 10.4108/bodynets.2007.114
Service discovery and composition in body area networks 10.4108/ICST.BODYNETS2008.2951
Automatic correction of annotation boundaries in activity datasets by class separation maximization 10.1145/2494091.2495988
Improved actionSLAM for long-term indoor tracking with wearable motion sensors 10.1145/2493988.2494328
Chairs' summary/proposal for international workshop on human activity sensing corpus and its application (HASCA2013) 10.1145/2494091.2495992
Incorporating the rehabilitation of parkinson's disease in the play for health platform using a body area network 10.1007/978-3-319-00846-2_366
ISWC 2013 - Wearables Are Here to Stay 10.1109/MPRV.2014.11
5th Int. Workshop on human activity sensing corpus and applications (HASCA): Towards open-ended context awareness 10.1145/3123024.3124410
International workshop on human activity sensing corpus and its application (HASCA2015) 10.1145/2800835.2801621
Benchmarking deep classifiers on mobile devices for vision-based transportation recognition 10.1145/3341162.3344849
Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019 10.1145/3341162.3344872
WLCSSCUDA: A CUDA accelerated template matching method for gesture recognition 10.1145/3341163.3347718
A case study for human gesture recognition from poorly annotated data 10.1145/3267305.3267508
Human and machine recognition of transportation modes from body-worn camera images 10.1109/ICIEV.2019.8858537
Sound-based Transportation Mode Recognition with Smartphones 10.1109/ICASSP.2019.8682917
Benchmarking the SHL recognition challenge with classical and deep-learning pipelines 10.1145/3267305.3267531
Poster abstract: A versatile annotated dataset for multimodal locomotion analytics with mobile devices 10.1145/3131672.3136976
Poster abstract: High reliability android application for multidevice multimodal mobile data acquisition and annotation 10.1145/3131672.3136977
Unsupervised online activity discovery using temporal behaviour assumption 10.1145/3123021.3123044
Using wearable inertial sensors to compare different versions of the dual task paradigm during walking 10.1145/3121283.3121285
4th workshop on human activity sensing corpus and applications: Towards open-ended context awareness 10.1145/2968219.2968294
Exploring human activity annotation using a privacy preserving 3D model 10.1145/2968219.2968290
Deep convolutional feature transfer across mobile activity recognition domains, sensor modalities and locations 10.1145/2971763.2971764
Exploring Glass as a novel method for hands-free data entry in flexible cystoscopy 10.1145/2971648.2971671
3D ActionSLAM: Wearable person tracking in multi-floor environments 10.1007/s00779-014-0815-y
S-smart: A unified Bayesian framework for simultaneous semantic mapping, activity recognition, and tracking 10.1145/2824286
On strategies for budget-based online annotation in human activity recognition 10.1145/2638728.2641300
International workshop on human activity sensing corpus and its application (HASCA2014) 10.1145/2638728.2641314
Transportation Mode Recognition Fusing Wearable Motion, Sound, and Vision Sensors 10.1109/JSEN.2020.2987306
Deep Convolutional Feature Transfer Across Mobile Activity Recognition Domains, Sensor Modalities and Locations 10.1145/2971767.2971764
Improving Smartphone-Based Transport Mode Recognition Using Generative Adversarial Networks 10.1007/978-981-15-8944-7_5
Smartphone location identification and transport mode recognition using an ensemble of generative adversarial networks 10.1145/3410530.3414353
CausalBatch: Solving complexity/performance tradeoffs for deep convolutional and LSTM networks for wearable activity recognition 10.1145/3410530.3414365
Summary of the sussex-huawei locomotion-transportation recognition challenge 2020 10.1145/3410530.3414341
ARM cortex M4-based extensible multimodal wearable platform for sensor research and context sensing from motion & sound 10.1145/3410530.3414368
Mapping Vicon Motion Tracking to 6-Axis IMU Data for Wearable Activity Recognition 10.1007/978-981-15-8944-7_1
Coco Stretch: Strain Sensors Based on Natural Coconut Oil and Carbon Black Filled Elastomers 10.1002/admt.202000780
Copper wire based electrical contacts for direct interfacing of stretchable sensors 10.1109/SENSORS47125.2020.9278749
Evaluation of a Pseudo Zero-Potential Flexible Readout Circuit for Resistive Sensor Matrixes 10.1109/FLEPS49123.2020.9239450
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning 10.1007/s11063-021-10468-z
Inferring complex textile shape from an integrated carbon black-infused ecoflex-based bend and stretch sensor array 10.1145/1122445.1122456
Soft gel-free ECG electrodes based on biocompatible coconut-oil and carbon black 10.1109/FLEPS51544.2021.9469731
Fast deep neural architecture search for wearable activity recognition by early prediction of converged performance 10.1145/3460421.3478813
Detecting Freezing of Gait with earables trained from VR motion capture data 10.1145/3460421.3478821
Three-Year Review of the 2018–2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors 10.3389/fcomp.2021.713719
Oliver Amft
Amft Oliver
ORCID: 0000-0001-6811-3659
A wearable earpad sensor for chewing monitoring 10.1109/icsens.2010.5690449
Sparse Bayesian hierarchical mixture of experts 10.1109/ssp.2011.5967785
Psychophysiological Body Activation Characteristics in Daily Routines 10.1109/iswc.2009.10
Activity Routine Discovery in Stroke Rehabilitation Patients without Data Annotation 10.4108/icst.pervasivehealth.2014.255275
Activity Patterns in Stroke Patients - Is There a Trend in Behaviour During Rehabilitation? 10.1007/978-3-319-24195-1_11
Automatic Identification of Temporal Sequences in Chewing Sounds 10.1109/bibm.2007.18
Analysis of Heart Stress Response for a Public Talk Assistant System 10.1007/978-3-540-89617-3_21
Probabilistic parsing of dietary activity events 10.1007/978-3-540-70994-7_41
Designing Sensitive Wearable Capacitive Sensors for Activity Recognition 10.1109/jsen.2013.2259693
Ambient, On-Body, and Implantable Monitoring Technologies to Assess Dietary Behavior 10.1007/978-0-387-92271-3_219
Towards LuxTrace: Using Solar Cells to Measure Distance Indoors 10.1007/11426646_5
Recognition of User Activity Sequences Using Distributed Event Detection 10.1007/978-3-540-75696-5_8
On-Body Sensing: From Gesture-Based Input to Activity-Driven Interaction 10.1109/mc.2010.294
Recognizing Energy-related Activities Using Sensors Commonly Installed in Office Buildings 10.1016/j.procs.2013.06.089
Recognition of dietary activity events using on-body sensors 10.1016/j.artmed.2007.11.007
Inferring Model Structures from Inertial Sensor Data in Distributed Activity Recognition 10.1007/978-3-319-03647-2_5
Self-Taught Learning for Activity Spotting in On-body Motion Sensor Data 10.1109/iswc.2011.37
Wearable monitoring of stage fright in professional musicians 10.1109/iswc.2010.5665852
Personalized physical activity monitoring on the move 10.1145/2534088.2534092
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LuxTrace: indoor positioning using building illumination 10.1007/s00779-006-0097-0
Rapid Prototyping of Activity Recognition Applications 10.1109/mprv.2008.36
From Backpacks to Smartphones: Past, Present, and Future of Wearable Computers 10.1109/mprv.2009.44
Personalizing Energy Expenditure Estimation Using a Cardiorespiratory Fitness Predicate 10.4108/icst.pervasivehealth.2013.252069
Design Challenges of Real Wearable Computers 10.1201/b18703-27
An Interdisciplinary Approach to Designing Adaptive Lighting Environments 10.1109/ie.2011.28
BodyANT: Miniature wireless sensors for naturalistic monitoring of daily activity 10.4108/icst.bodynets2009.5899
Modeling and simulation of sensor orientation errors in garments 10.4108/icst.bodynets2009.5977
Does loose fitting matter? Predicting sensor performance in smart garments. 10.4108/icst.bodynets.2012.249968
Influence of a loose-fitting sensing garment on posture recognition in rehabilitation 10.1109/biocas.2008.4696947
Methods for Detection and Classification of Normal Swallowing from Muscle Activation and Sound 10.1109/pcthealth.2006.361624
Recognizing Daily Life Context Using Web-Collected Audio Data 10.1109/iswc.2012.12
Toward smartphone assisted personal rehabilitation training 10.1145/2544048
Adaptive Activity Spotting Based on Event Rates 10.1109/sutc.2010.63
Recognizing Upper Body Postures using Textile Strain Sensors 10.1109/iswc.2007.4373773
WISEglass: Smart eyeglasses recognising context 10.4108/eai.28-9-2015.2261470
Making Regular Eyeglasses Smart 10.1109/mprv.2015.60
Analysis of Chewing Sounds for Dietary Monitoring 10.1007/11551201_4
Collaborative personal speaker identification: A generalized approach 10.1016/j.pmcj.2011.02.005
Personalizing Energy Expenditure Estimation Using a Cardiorespiratory Fitness Predicate 10.4108/pervasivehealth.2013.252069
Mining hierarchical relations in building management variables 10.1016/j.pmcj.2015.10.009
Mining relations and physical grouping of building-embedded sensors and actuators 10.1109/percom.2015.7146503
Monitoring Stress Arousal in the Wild 10.1109/mprv.2012.56
Collaborative real-time speaker identification for wearable systems 10.1109/percom.2010.5466976
Estimating physical ability of stroke patients without specific tests 10.1145/2802083.2808412
Technologie des capteurs de mouvement appliquée à la rééducation après un AVC pour estimer l’activité et l’indice de Barthel étendu 10.1016/j.kine.2016.03.056
Evaluating Daily Life Activity Using Smartphones as Novel Outcome Measure for Surgical Pain Therapy 10.4108/icst.bodynets.2013.253635
Energy expenditure estimation using wearable sensors 10.1145/2448096.2448097
Distributed Activity Recognition with Fuzzy-Enabled Wireless Sensor Networks 10.1007/978-3-540-69170-9_20
An opportunistic activity-sensing approach to save energy in office buildings 10.1145/2487166.2487194
A stepwise validation of a wearable system for estimating energy expenditure in field-based research 10.1088/0967-3334/32/12/008
Estimating Energy Expenditure Using Body-Worn Accelerometers: A Comparison of Methods, Sensors Number and Positioning 10.1109/jbhi.2014.2313039
Active Capacitive Sensing: Exploring a New Wearable Sensing Modality for Activity Recognition 10.1007/978-3-642-12654-3_19
How much light do you get? 10.1145/2634317.2634346
Hands-free gesture control with a capacitive textile neckband 10.1145/2634317.2634328
Accuracy-coverage tradeoff of nocturnal vital sign estimation in smart beds 10.1145/2638728.2638810
Workshop on smart garments 10.1145/2641248.2666712
Hierarchical motion artefact compensation in smart garments 10.1145/2641248.2666715
Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees 10.1109/jiot.2015.2389335
Smart Energy Systems 10.1109/mprv.2011.10
Comment on ‘Non-invasive monitoring of chewing and swallowing for objective quantification of ingestive behavior’ 10.1088/0967-3334/30/5/l01
Guest Editorial - Body Sensor Networks: Novel Sensors, Algorithms, Platforms, and Applications 10.1109/jbhi.2015.2426851
Using a Thermopile Matrix Sensor to Recognize Energy-related Activities in Offices 10.1016/j.procs.2013.06.090
A Hierarchical Bayesian Approach to Modeling Heterogeneity in Speech Quality Assessment 10.1109/tasl.2011.2158421
A benchmark dataset to evaluate sensor displacement in activity recognition 10.1145/2370216.2370437
Benefits of Dynamically Reconfigurable Activity Recognition in Distributed Sensing Environments 10.2991/978-94-91216-05-3_12
Wearable therapist 10.1145/1620545.1620558
Automatic Event-Based Synchronization of Multimodal Data Streams from Wearable and Ambient Sensors 10.1007/978-3-642-04471-7_11
1st workshop on human factors and activity recognition in healthcare, wellness and assisted living 10.1145/2494091.2497278
MyConverse in action 10.1145/2494091.2499903
Combining wearable accelerometer and physiological data for activity and energy expenditure estimation 10.1145/2534088.2534106
Distributed Modular Toolbox for Multi-modal Context Recognition 10.1007/11682127_8
Gesture-Controlled User Input to Complete Questionnaires on Wrist-Worn Watches 10.1007/978-3-642-02577-8_15
Personalizing energy expenditure estimation using physiological signals normalization during activities of daily living 10.1088/0967-3334/35/9/1797
Gesture spotting with body-worn inertial sensors to detect user activities 10.1016/j.patcog.2007.11.016
A bayesian hierarchical mixture of experts approach to estimate speech quality 10.1109/qomex.2010.5516203
Towards wearable sensing-based assessment of fluid intake 10.1109/percomw.2010.5470653
Reducing motion artifacts for robust QRS detection in capacitive sensor arrays 10.1145/2093698.2093747
Service-Oriented Architecture for Smart Environments (Short Paper) 10.1109/soca.2013.26
SMASH: A Distributed Sensing and Processing Garment for the Classification of Upper Body Postures 10.4108/icst.bodynets2008.2955
Motion-adaptive duty-cycling to estimate orientation using inertial sensors 10.1109/percomw.2014.6815163
Novel stochastic model for presence detection using ultrasound ranging sensors 10.1109/percomw.2014.6815164
Self-calibration of walking speed estimations using smartphone sensors 10.1109/percomw.2014.6815158
Performance Analysis of an HMM-Based Gesture Recognition Using a Wristwatch Device 10.1109/cse.2009.58
Transfer Learning in Body Sensor Networks Using Ensembles of Randomised Trees 10.1109/bsn.2014.27
Discovery of activity composites using topic models: An analysis of unsupervised methods 10.1016/j.pmcj.2014.05.007
Body weight-normalized Energy Expenditure estimation using combined activity and allometric scaling clustering 10.1109/embc.2013.6611106
Unsupervised activity clustering to estimate energy expenditure with a single body sensor 10.1109/bsn.2013.6575500
AmbientSense: A real-time ambient sound recognition system for smartphones 10.1109/percomw.2013.6529487
Improving energy efficiency through activity-aware control of office appliances using proximity sensing - A real-life study 10.1109/percomw.2013.6529576
Exploring concept drift using interactive simulations 10.1109/percomw.2013.6529455
CRNTC+: A smartphone-based sensor processing framework for prototyping personal healthcare applications 10.4108/icst.pervasivehealth.2013.252039
Smart Textiles: From Niche to Mainstream 10.1109/mprv.2013.55
CRNTC+: A smartphone-based sensor processing framework for prototyping personal healthcare applications 10.4108/pervasivehealth.2013.252039
Estimating Oxygen Uptake During Nonsteady-State Activities and Transitions Using Wearable Sensors 10.1109/jbhi.2015.2390493
Detecting disordered breathing and limb movement using in-bed force sensors 10.1109/jbhi.2016.2549938
Monitoring Dietary Behavior with a Smart Dining Tray 10.1109/mprv.2015.79
An intervention study on automated lighting control to save energy in open space offices 10.1109/percomw.2015.7134055
Joint segmentation and activity discovery using semantic and temporal priors 10.1109/percom.2015.7146511
Smart table surface: A novel approach to pervasive dining monitoring 10.1109/percom.2015.7146522
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models 10.1109/jbhi.2015.2418256
Cardiorespiratory fitness estimation in free-living using wearable sensors 10.1016/j.artmed.2016.02.002
Arousal pattern analysis of an Olympic champion in ski jumping 10.1080/19346182.2011.564285
Diet eyeglasses: Recognising food chewing using EMG and smart eyeglasses 10.1109/bsn.2016.7516224
Personalized cardiorespiratory fitness and energy expenditure estimation using hierarchical Bayesian models 10.1016/j.jbi.2015.06.008
Activity monitoring in daily life as an outcome measure for surgical pain relief intervention using smartphones 10.1145/2493988.2494336
Using implicit user feedback to balance energy consumption and user comfort of proximity-controlled computer screens 10.1007/s12652-014-0222-2
Waving Real Hand Gestures Recorded by Wearable Motion Sensors to a Virtual Car and Driver in a Mixed-Reality Parking Game 10.1109/cig.2007.368076
Using smart eyeglasses as a wearable game controller 10.1145/2800835.2800914
Early Indication of Decompensated Heart Failure in Patients on Home-Telemonitoring: A Comparison of Prediction Algorithms Based on Daily Weight and Noninvasive Transthoracic Bio-impedance 10.2196/medinform.4842
Case-load simulation using home telemonitoring data of heart failure patients to assess the impact of new sensor technologies and alerting algorithms on the decision making of healthcare professionals 10.5334/ijic.1378
Effect of ‘activity monitor-based’ counseling on physical activity and health-related outcomes in patients with chronic diseases: A systematic review and meta-analysis 10.3109/07853890.2013.810891
Cardiorespiratory fitness estimation using wearable sensors: Laboratory and free-living analysis of context-specific submaximal heart rates 10.1152/japplphysiol.00519.2015
Best practice for motor imagery: a systematic literature review on motor imagery training elements in five different disciplines 10.1186/1741-7015-9-75
Modelling of distributed activity recognition in the home environment 10.1109/iembs.2011.6090508
Bite Weight Prediction From Acoustic Recognition of Chewing 10.1109/tbme.2009.2015873
Personalised phone placement recognition in daily life using RFID tagging 10.1109/percomw.2014.6815159
Sensing Muscle Activities with Body-Worn Sensors 10.1109/bsn.2006.48
Detection of eating and drinking arm gestures using inertial body-worn sensors 10.1109/iswc.2005.17
Smart medical textiles for monitoring patients with heart conditions 10.1533/9781845692933.2.275
On-Body Sensing Solutions for Automatic Dietary Monitoring 10.1109/mprv.2009.32
Daily Life Activity Routine Discovery in Hemiparetic Rehabilitation Patients Using Topic Models 10.3414/me14-01-0082
Using RFID tags as reference for phone location and orientation in daily life 10.1145/2459236.2459269
Modeling arousal phases in daily living using wearable sensors 10.1109/t-affc.2012.37
A Distributed PIR-based Approach for Estimating People Count in Office Environments 10.1109/iccse.2012.92
Removing respiratory artefacts from transthoracic bioimpedance spectroscopy measurements 10.1088/1742-6596/434/1/012018
Design of the QBIC wearable computing platform 10.1109/asap.2004.1342488
A green autonomous self-sustaining sensor node for counting people in office environments 10.1109/ederc.2012.6532255
Estimating Posture-Recognition Performance in Sensing Garments Using Geometric Wrinkle Modeling 10.1109/titb.2010.2076822
Monitoring Chewing and Eating in Free-Living Using Smart Eyeglasses 10.1109/JBHI.2017.2698523
Retrieval and Timing Performance of Chewing-Based Eating Event Detection in Wearable Sensors 10.3390/s20020557
Mobile Health Usage, Preferences, Barriers, and eHealth Literacy in Rheumatology: Patient Survey Study (Preprint) 10.2196/preprints.19661
Mobile Health Usage, Preferences, Barriers, and eHealth Literacy in Rheumatology: Patient Survey Study 10.2196/19661
DynDSE: Automated Multi-Objective Design Space Exploration for Context-Adaptive Wearable IoT Edge Devices 10.3390/s20216104
Motion-Induced Imbalance of Contact Impedance in ECG Capture: Comparison of Electrode Materials in Capacitive Coupling 10.36227/techrxiv.13295711
Motion-Induced Imbalance of Contact Impedance in ECG Capture: Comparison of Electrode Materials in Capacitive Coupling 10.36227/techrxiv.13295711.v1
Motion-Induced Imbalance of Contact Impedance in ECG Capture: Comparison of Electrode Materials in Capacitive Coupling 10.36227/techrxiv.13295711.v2