Erik J. Scheme
Orcid: 0000-0002-4421-1016Affiliations:
- University of New Brunswick, Canada
According to our database1,
Erik J. Scheme
authored at least 85 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition.
IEEE Trans. Hum. Mach. Syst., February, 2024
On-Demand Myoelectric Control Using Wake Gestures to Eliminate False Activations During Activities of Daily Living.
CoRR, 2024
2023
Decision-Change Informed Rejection Improves Robustness in Pattern Recognition-Based Myoelectric Control.
IEEE J. Biomed. Health Informatics, December, 2023
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning.
IEEE Trans. Biomed. Circuits Syst., October, 2023
Underfoot Pressure-Based Left and Right Foot Classification Algorithms: The Impact of Footwear.
IEEE Access, 2023
IEEE Access, 2023
Leveraging Task-Specific Context to Improve Unsupervised Adaptation for Myoelectric Control.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the IEEE Sensors Applications Symposium, 2023
Proceedings of the IEEE Sensors Applications Symposium, 2023
Sample Size in Floor Sensor-Based Gait Recognition for Smart Home and Access Control Scenarios.
Proceedings of the IEEE Sensors Applications Symposium, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023
2022
Automated Security Assessment Framework for Wearable BLE-enabled Health Monitoring Devices.
ACM Trans. Internet Techn., 2022
IEEE J. Biomed. Health Informatics, 2022
Electromyography-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist?
IEEE Trans. Ind. Informatics, 2022
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction.
IEEE Trans. Hum. Mach. Syst., 2022
Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control.
IEEE Trans. Biomed. Eng., 2022
Feature Selection for Continuous within- and Cross-User EEG-Based Emotion Recognition.
Sensors, 2022
Comparing heart rate variability biofeedback and simple paced breathing to inform the design of guided breathing technologies.
Frontiers Comput. Sci., 2022
Analyzing the impact of class transitions on the design of pattern recognition-based myoelectric control schemes.
Biomed. Signal Process. Control., 2022
IEEE Access, 2022
A Better Framework for the Assessment of Performance and Stability of Co-Adaptive Myoelectric Systems.
Proceedings of the International Conference on Rehabilitation Robotics, 2022
Information Leakage in Performance Evaluation of Pressure-Based Gait Biometric Recognition Systems.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Focus Cat: Designing Idle Games to Promote Intermittent Practice and On-Going Adherence of Breathing Exercise for ADHD.
Proceedings of the Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play, 2022
2021
Pattern Recognit. Lett., 2021
A multimodal-Siamese Neural Network (mSNN) for person verification using signatures and EEG.
Inf. Fusion, 2021
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition.
Expert Syst. Appl., 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Percussion Hero: A Chest Physical Therapy Game for People with Cystic Fibrosis and their Caregivers.
Proceedings of the CHI PLAY '21: The Annual Symposium on Computer-Human Interaction in Play, 2021
Understanding the Design and Effectiveness of Peripheral Breathing Guide Use During Information Work.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction.
IEEE Trans. Artif. Intell., 2020
A Multi-Sensor Cane Can Detect Changes in Gait Caused by Simulated Gait Abnormalities and Walking Terrains.
Sensors, 2020
Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity.
Sensors, 2020
Dynamic prioritization of surveillance video data in real-time automated detection systems.
Expert Syst. Appl., 2020
A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control.
CoRR, 2020
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control.
CoRR, 2020
Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition.
IEEE Access, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Wearable EMG-Based Gesture Recognition Systems During Activities of Daily Living: An Exploratory Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Bubble Breather - A Breathing Exercise Game to Support Pneumonia Rehabilitation and Recovery.
Proceedings of the CHI PLAY '20: The Annual Symposium on Computer-Human Interaction in Play, Virtual Event, Canada, November 2-4, 2020, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control.
IEEE J. Biomed. Health Informatics, 2019
A Symmetrical Component Feature Extraction Method for Fault Detection in Induction Machines.
IEEE Trans. Ind. Electron., 2019
FMG Versus EMG: A Comparison of Usability for Real-Time Pattern Recognition Based Control.
IEEE Trans. Biomed. Eng., 2019
Sensors, 2019
Design considerations for the processing system of a CNN-based automated surveillance system.
Expert Syst. Appl., 2019
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition.
CoRR, 2019
Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition.
CoRR, 2019
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features.
CoRR, 2019
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors.
Sensors, 2018
Sensors, 2018
Big Data Cogn. Comput., 2018
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018
An Investigation of Temporally Inspired Time Domain Features for Electromyographic Pattern Recognition.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
The effect of myoelectric prosthesis control strategies and feedback level on adaptation rate for a target acquisition task.
Proceedings of the International Conference on Rehabilitation Robotics, 2017
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play, 2016
2015
A comparison of classification based confidence metrics for use in the design of myoelectric control systems.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms.
IEEE Trans. Biomed. Eng., 2014
Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography.
Frontiers Neurorobotics, 2014
Combined surface and intramuscular EMG for improved real-time myoelectric control performance.
Biomed. Signal Process. Control., 2014
Real-time, simultaneous myoelectric control using visual target-based training paradigm.
Biomed. Signal Process. Control., 2014
On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A characterization of the effect of limb position on EMG features to guide the development of effective prosthetic control schemes.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the BIOSIGNALS 2014, 2014
2013
IEEE Trans. Biomed. Eng., 2013
2012
Whitening of the electromyogram for improved classification accuracy in prosthesis control.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions.
IEEE Trans. Biomed. Eng., 2011
Improving myoelectric pattern recognition positional robustness using advanced training protocols.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
A multi-modal approach for hand motion classification using surface EMG and accelerometers.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2007
IEEE Trans. Biomed. Eng., 2007
2006
Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection.
Proceedings of the Progress in Pattern Recognition, 2006