WLCSSLearn: Learning algorithm for template matching-based gesture recognition systems
M Ciliberto L P Cuspinera Daniel Roggen
2019 Joint 8th International Conference on Informatics, Electronics and Vision, ICIEV 2019 and 3rd International Conference on Imaging, Vision and Pattern Recognition, icIVPR 2019 with International Conference on Activity and Behavior Computing, ABC 2019, 2019-5-1
https://doi.org/10.1109/ICIEV.2019.8858539
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
Summary of the Sussex-Huawei locomotion-transportation recognition challenge
Observation of a manifold in the chaotic phase space of an asymmetric optical microcavity
Localized temporal variation of Earth's inner-core boundary from high-quality waveform doublets
Off-axis multi-wavelength dispersion controlling metalens for multi-color imaging
Impact of United States political sanctions on international collaborations and research in Iran