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ORCIDErik J. Scheme
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- affiliation: University of New Brunswick, Canada
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2020 – today
- 2024
[j40]Shlomi Linoy
, Suprio Ray, Natalia Stakhanova, Erik J. Scheme:
Authenticated Range Querying of Historical Blockchain Healthcare Data Using Authenticated Multi-Version Index. Distributed Ledger Technol. Res. Pract. 3(2): 15 (2024)- [j39]Frank Kulwa, Haoshi Zhang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Erik J. Scheme, Rami N. Khushaba, Alistair A. McEwan, Guanglin Li:
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition. IEEE Trans. Hum. Mach. Syst. 54(1): 131-142 (2024) - [c42]Ethan Eddy, Evan Campbell, Scott Bateman, Erik J. Scheme:
Human-Machine Interaction Using Discrete Myoelectric Control: Contrastive Learning Reduces False Activations During Activities of Daily Living. BioRob 2024: 128-133 - [c41]Ian C. J. Smith, Erik J. Scheme, Scott Bateman:
Mapping Real World Locomotion Speed to the Virtual World in Large Field of View Virtual Environments. SUI 2024: 21:1-21:12 - [i8]Ethan Eddy, Evan Campbell, Scott Bateman, Erik J. Scheme:
On-Demand Myoelectric Control Using Wake Gestures to Eliminate False Activations During Activities of Daily Living. CoRR abs/2402.10050 (2024) - [i7]Simon Tam, Shriram Tallam Puranam Raghu, Étienne Buteau, Erik J. Scheme, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin:
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning. CoRR abs/2404.15360 (2024) - 2023
- [j38]Ethan Eddy, Evan Campbell, Angkoon Phinyomark, Scott Bateman, Erik J. Scheme:
LibEMG: An Open Source Library to Facilitate the Exploration of Myoelectric Control. IEEE Access 11: 87380-87397 (2023) - [j37]Eve Macdonald, Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Underfoot Pressure-Based Left and Right Foot Classification Algorithms: The Impact of Footwear. IEEE Access 11: 137937-137947 (2023) - [j36]Félix Chamberland, Étienne Buteau, Simon Tam, Evan Campbell, Ali Mortazavi, Erik J. Scheme, Paul Fortier, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin:
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning. IEEE Trans. Biomed. Circuits Syst. 17(5): 968-984 (2023) - [j35]Shriram Tallam Puranam Raghu, Dawn MacIsaac, Erik J. Scheme:
Decision-Change Informed Rejection Improves Robustness in Pattern Recognition-Based Myoelectric Control. IEEE J. Biomed. Health Informatics 27(12): 6051-6061 (2023) - [c40]Xavier Isabel, Thomas Labbé, Félix Chamberland, Étienne Buteau, Evan Campbell, Ulysse Côté Allard, Simon Tam, Paul Fortier, Alexandre Campeau-Lecours, Mounir Boukadoum, Erik J. Scheme, Benoit Gosselin:
Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning. BioCAS 2023: 1 - [c39]Ethan Eddy, Erik J. Scheme, Scott Bateman:
A Framework and Call to Action for the Future Development of EMG-Based Input in HCI. CHI 2023: 145:1-145:23 - [c38]Ala Salehi, Alex Roberts, Angkoon Phinyomark, Erik J. Scheme:
Feature Learning Networks for Floor Sensor-based Gait Recognition. EMBC 2023: 1-5 - [c37]Saeed Kazemi, Angkoon Phinyomark, Erik J. Scheme:
Sample Size in Floor Sensor-Based Gait Recognition for Smart Home and Access Control Scenarios. SAS 2023: 1-6 - [c36]Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Gait Representation: from Vision-Based to Floor Sensor-Based Gait Recognition. SAS 2023: 1-6 - [c35]Alex Roberts, Ala Salehi, Angkoon Phinyomark, Erik J. Scheme:
Gait Recognition Using EigenfeetNet. SAS 2023: 1-6 - [c34]Ethan Eddy, Evan Campbell, Scott Bateman, Erik J. Scheme:
Leveraging Task-Specific Context to Improve Unsupervised Adaptation for Myoelectric Control. SMC 2023: 4661-4666 - [i6]Ethan Eddy, Erik J. Scheme, Scott Bateman:
A Framework and Call to Action for the Future Development of EMG-Based Input in HCI. CoRR abs/2304.00582 (2023) - 2022
- [j34]Fady S. Botros, Angkoon Phinyomark, Erik J. Scheme:
Day-to-Day Stability of Wrist EMG for Wearable-Based Hand Gesture Recognition. IEEE Access 10: 125942-125954 (2022) - [j33]Shriram Tallam Puranam Raghu, Dawn MacIsaac, Erik J. Scheme:
Analyzing the impact of class transitions on the design of pattern recognition-based myoelectric control schemes. Biomed. Signal Process. Control. 71(Part): 103134 (2022) - [j32]Aaron Tabor, Scott Bateman, Erik J. Scheme, m. c. schraefel:
Comparing heart rate variability biofeedback and simple paced breathing to inform the design of guided breathing technologies. Frontiers Comput. Sci. 4 (2022) - [j31]Nicole Bendrich, Pradeep Kumar, Erik J. Scheme:
Feature Selection for Continuous within- and Cross-User EEG-Based Emotion Recognition. Sensors 22(23): 9282 (2022) - [j30]Heather E. Williams, Ahmed W. Shehata, Michael Rory Dawson, Erik J. Scheme, Jacqueline S. Hebert, Patrick M. Pilarski:
Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control. IEEE Trans. Biomed. Eng. 69(7): 2243-2255 (2022) - [j29]Rami N. Khushaba, Ali H. Al-Timemy, Oluwarotimi Williams Samuel, Erik J. Scheme:
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. IEEE Trans. Hum. Mach. Syst. 52(6): 1247-1257 (2022) - [j28]Fady S. Botros, Angkoon Phinyomark, Erik J. Scheme:
Electromyography-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist? IEEE Trans. Ind. Informatics 18(1): 174-184 (2022) - [j27]Kimia Dinashi, Ali Ameri, Mohammad Ali Akhaee, Kevin B. Englehart, Erik J. Scheme:
Compression of EMG Signals Using Deep Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 26(7): 2888-2897 (2022) - [j26]Ghazale Amel Zendehdel, Ratinder Kaur, Inderpreet Chopra, Natalia Stakhanova, Erik J. Scheme:
Automated Security Assessment Framework for Wearable BLE-enabled Health Monitoring Devices. ACM Trans. Internet Techn. 22(1): 14:1-14:31 (2022) - [c33]Book Sadprasid, Aaron Tabor, Erik J. Scheme, Scott Bateman:
Focus Cat: Designing Idle Games to Promote Intermittent Practice and On-Going Adherence of Breathing Exercise for ADHD. CHI PLAY 2022: 303-310 - [c32]Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Information Leakage in Performance Evaluation of Pressure-Based Gait Biometric Recognition Systems. IJCB 2022: 1-8 - [c31]Ishtar Al-Tahir, Jon W. Sensinger, Erik J. Scheme:
A Better Framework for the Assessment of Performance and Stability of Co-Adaptive Myoelectric Systems. ICORR 2022: 1-5 - 2021
- [j25]Rami N. Khushaba, Erik J. Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed A. Al Taee, Adel Al-Jumaily:
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. Expert Syst. Appl. 178: 114977 (2021) - [j24]Debashis Das Chakladar, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra, Erik J. Scheme, Victor Chang:
A multimodal-Siamese Neural Network (mSNN) for person verification using signatures and EEG. Inf. Fusion 71: 17-27 (2021) - [j23]Souvik Ghosh, Spandan Ghosh, Pradeep Kumar, Erik J. Scheme, Partha Pratim Roy:
A novel spatio-temporal Siamese network for 3D signature recognition. Pattern Recognit. Lett. 144: 13-20 (2021) - [j22]Vaishali Khurana, Monika Gahalawat, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra, Erik J. Scheme, Mohammad Soleymani:
A Survey on Neuromarketing Using EEG Signals. IEEE Trans. Cogn. Dev. Syst. 13(4): 732-749 (2021) - [c30]Ameya Valsangkar, Pradeep Kumar, Erik J. Scheme:
Automated Segmentation of a Timed Up and Go Test Using an Instrumented Cane. BHI 2021: 1-5 - [c29]Aaron Tabor, Scott Bateman, Erik J. Scheme, Book Sadprasid, m. c. schraefel:
Understanding the Design and Effectiveness of Peripheral Breathing Guide Use During Information Work. CHI 2021: 516:1-516:13 - [c28]Book Sadprasid, Ethan Eddy, Aaron Tabor, Erik J. Scheme, Scott Bateman:
Percussion Hero: A Chest Physical Therapy Game for People with Cystic Fibrosis and their Caregivers. CHI PLAY 2021: 361-367 - [c27]Pradeep Kumar, Angkoon Phinyomark, Erik J. Scheme:
Verification-Based Design of a Robust EMG Wake Word. EMBC 2021: 638-642 - [c26]Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Data Pre-Processing of Infrared Spectral Breathprints for Lung Cancer Detection. EMBC 2021: 1353-1357 - [c25]Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Machine Learning Model Validation for Early Stage Studies with Small Sample Sizes. EMBC 2021: 2314-2319 - [c24]Pradeep Kumar, Erik J. Scheme:
A Deep Spatio-Temporal Model for EEG-Based Imagined Speech Recognition. ICASSP 2021: 995-999 - 2020
- [j21]Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik J. Scheme, François Laviolette, Benoit Gosselin:
Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition. IEEE Access 8: 177941-177955 (2020) - [j20]James A. D. Cameron, Mary E. Kaye, Erik J. Scheme:
Dynamic prioritization of surveillance video data in real-time automated detection systems. Expert Syst. Appl. 161: 113672 (2020) - [j19]Satinder Gill, Nitin Seth, Erik J. Scheme:
A Multi-Sensor Cane Can Detect Changes in Gait Caused by Simulated Gait Abnormalities and Walking Terrains. Sensors 20(3): 631 (2020) - [j18]Evan Campbell, Angkoon Phinyomark, Erik J. Scheme:
Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity. Sensors 20(6): 1613 (2020) - [j17]Rami N. Khushaba, Angkoon Phinyomark, Ali H. Al-Timemy, Erik J. Scheme:
Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. IEEE Trans. Artif. Intell. 1(2): 139-150 (2020) - [j16]Patrick Savoie, James A. D. Cameron, Mary E. Kaye, Erik J. Scheme:
Automation of the Timed-Up-and-Go Test Using a Conventional Video Camera. IEEE J. Biomed. Health Informatics 24(4): 1196-1205 (2020) - [c23]Saqib Hakak, Suprio Ray, Wazir Zada Khan, Erik J. Scheme:
A Framework for Edge-Assisted Healthcare Data Analytics using Federated Learning. IEEE BigData 2020: 3423-3427 - [c22]Aaron Tabor, Reyhan Pradantyo, Book Sadprasid, Max Valentin Birk, Erik J. Scheme, Scott Bateman:
Bubble Breather - A Breathing Exercise Game to Support Pneumonia Rehabilitation and Recovery. CHI PLAY (Companion) 2020: 86-90 - [c21]Ian C. J. Smith, Satinder Gill, Scott Bateman, Erik J. Scheme:
Comparison of Feedback Approaches to Improve Training in Partial Weight-Bearing. EMBC 2020: 3264-3268 - [c20]Jason Chang, Angkoon Phinyomark, Erik J. Scheme:
Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database. EMBC 2020: 3339-3342 - [c19]Jason Chang, Angkoon Phinyomark, Scott Bateman, Erik J. Scheme:
Wearable EMG-Based Gesture Recognition Systems During Activities of Daily Living: An Exploratory Study. EMBC 2020: 3448-3451 - [c18]Evan Campbell, James A. D. Cameron, Erik J. Scheme:
Feasibility of Data-driven EMG Signal Generation using a Deep Generative Model. EMBC 2020: 3755-3758 - [c17]K. Cherfouh, E. W. Handerson, Jason Gu, Erik J. Scheme, M. Asad, Umar Farooq:
Robot Identification using Modern Pattern Recognition Techniques. SOFA 2020: 28-40 - [i5]Evan Campbell, Angkoon Phinyomark, Erik J. Scheme:
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control. CoRR abs/2003.03424 (2020) - [i4]Evan Campbell, Jason Chang, Angkoon Phinyomark, Erik J. Scheme:
A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control. CoRR abs/2003.03481 (2020)
2010 – 2019
- 2019
- [j15]James A. D. Cameron, Patrick Savoie, Mary E. Kaye, Erik J. Scheme:
Design considerations for the processing system of a CNN-based automated surveillance system. Expert Syst. Appl. 136: 105-114 (2019) - [j14]Pradeep Kumar, Rajkumar Saini, Barjinder Kaur, Partha Pratim Roy, Erik J. Scheme:
Fusion of Neuro-Signals and Dynamic Signatures for Person Authentication. Sensors 19(21): 4641 (2019) - [j13]Alex Belyea, Kevin B. Englehart, Erik J. Scheme:
FMG Versus EMG: A Comparison of Usability for Real-Time Pattern Recognition Based Control. IEEE Trans. Biomed. Eng. 66(11): 3098-3104 (2019) - [j12]Xavier Francis St. Onge, James A. D. Cameron, Saleh A. Saleh, Erik J. Scheme:
A Symmetrical Component Feature Extraction Method for Fault Detection in Induction Machines. IEEE Trans. Ind. Electron. 66(9): 7281-7289 (2019) - [j11]Jason W. Robertson, Kevin B. Englehart, Erik J. Scheme:
Effects of Confidence-Based Rejection on Usability and Error in Pattern Recognition-Based Myoelectric Control. IEEE J. Biomed. Health Informatics 23(5): 2002-2008 (2019) - [c16]Evan Campbell, Angkoon Phinyomark, Erik J. Scheme:
Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control. GlobalSIP 2019: 1-5 - [c15]Nitin Seth, Rafaela Covello de Freitas, Mitchell Chaulk, Colleen O'Connell, Kevin B. Englehart, Erik J. Scheme:
EMG Pattern Recognition for Persons with Cervical Spinal Cord Injury. ICORR 2019: 1055-1060 - [c14]Evan Campbell, Angkoon Phinyomark, Ali H. Al-Timemy, Rami N. Khushaba, Giovanni Petri, Erik J. Scheme:
Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. NER 2019: 33-36 - [d1]Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik J. Scheme, François Laviolette, Benoit Gosselin:
Long-term 3DC Dataset. IEEE DataPort, 2019
- [i3]Ulysse Côté Allard, Evan Campbell, Angkoon Phinyomark, François Laviolette, Benoit Gosselin, Erik J. Scheme:
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. CoRR abs/1912.00283 (2019) - [i2]Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik J. Scheme, François Laviolette, Benoit Gosselin:
Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. CoRR abs/1912.09380 (2019) - [i1]Ulysse Côté Allard, Gabriel Gagnon-Turcotte, Angkoon Phinyomark, Kyrre Glette, Erik J. Scheme, François Laviolette, Benoit Gosselin:
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition. CoRR abs/1912.11037 (2019) - 2018
- [j10]Angkoon Phinyomark, Erik J. Scheme:
EMG Pattern Recognition in the Era of Big Data and Deep Learning. Big Data Cogn. Comput. 2(3): 21 (2018) - [j9]Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme:
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. Sensors 18(5): 1615 (2018) - [j8]Satinder Gill, Nitin Seth, Erik J. Scheme:
A Multi-Sensor Matched Filter Approach to Robust Segmentation of Assisted Gait. Sensors 18(9): 2970 (2018) - [c13]Angkoon Phinyomark, Erik J. Scheme:
An Investigation of Temporally Inspired Time Domain Features for Electromyographic Pattern Recognition. EMBC 2018: 5236-5240 - [c12]Angkoon Phinyomark, Erik J. Scheme:
A feature extraction issue for myoelectric control based on wearable EMG sensors. SAS 2018: 1-6 - 2017
- [c11]Aaron Tabor, Scott Bateman, Erik J. Scheme, David R. Flatla, Kathrin Gerling:
Designing Game-Based Myoelectric Prosthesis Training. CHI 2017: 1352-1363 - [c10]Ahmed W. Shehata, Erik J. Scheme, Jonathon W. Sensinger:
The effect of myoelectric prosthesis control strategies and feedback level on adaptation rate for a target acquisition task. ICORR 2017: 200-204 - 2016
- [c9]Aaron Tabor, Scott Bateman, Erik J. Scheme:
Game-Based Myoelectric Training. CHI PLAY (Companion) 2016: 299-306 - 2015
- [c8]Erik J. Scheme, Kevin B. Englehart:
A comparison of classification based confidence metrics for use in the design of myoelectric control systems. EMBC 2015: 7278-7283 - 2014
- [j7]Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart:
Combined surface and intramuscular EMG for improved real-time myoelectric control performance. Biomed. Signal Process. Control. 10: 102-107 (2014) - [j6]Ali Ameri, Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart, Philip A. Parker:
Real-time, simultaneous myoelectric control using visual target-based training paradigm. Biomed. Signal Process. Control. 13: 8-14 (2014) - [j5]Claudio Castellini, Panagiotis K. Artemiadis, Michael Wininger, Arash Ajoudani, Merkur Alimusaj, Antonio Bicchi, Barbara Caputo, William Craelius, Strahinja Dosen, Kevin B. Englehart, Dario Farina, Arjan Gijsberts, Sasha B. Godfrey, Levi J. Hargrove, Mark Ison, Todd A. Kuiken, Marko Markovic, Patrick M. Pilarski, Rüdiger Rupp, Erik J. Scheme:
Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography. Frontiers Neurorobotics 8: 22 (2014) - [j4]Ali Ameri, Erik J. Scheme, Ernest Nlandu Kamavuako, Kevin B. Englehart, Philip A. Parker:
Real-Time, Simultaneous Myoelectric Control Using Force and Position-Based Training Paradigms. IEEE Trans. Biomed. Eng. 61(2): 279-287 (2014) - [c7]Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart:
Nonparametric Discriminant Projections for Improved Myoelectric Classification. BIOSIGNALS 2014: 127-132 - [c6]Erik J. Scheme, Kevin B. Englehart:
On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison. EMBC 2014: 650-653 - [c5]Ashkan Radmand, Erik J. Scheme, Kevin B. Englehart:
A characterization of the effect of limb position on EMG features to guide the development of effective prosthetic control schemes. EMBC 2014: 662-667 - 2013
- [j3]Erik J. Scheme, Bernard Hudgins, Kevin B. Englehart:
Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control. IEEE Trans. Biomed. Eng. 60(6): 1563-1570 (2013) - 2012
- [c4]Lukai Liu, Pu Liu, Edward A. Clancy, Erik J. Scheme, Kevin B. Englehart:
Whitening of the electromyogram for improved classification accuracy in prosthesis control. EMBC 2012: 2627-2630 - 2011
- [j2]Erik J. Scheme, Kevin B. Englehart, Bernard Hudgins:
Selective Classification for Improved Robustness of Myoelectric Control Under Nonideal Conditions. IEEE Trans. Biomed. Eng. 58(6): 1698-1705 (2011) - [c3]Anders Lyngvi Fougner, Erik J. Scheme, Adrian D. C. Chan, Kevin B. Englehart, Øyvind Stavdahl:
A multi-modal approach for hand motion classification using surface EMG and accelerometers. EMBC 2011: 4247-4250 - [c2]Erik J. Scheme, Katerina Biron, Kevin B. Englehart:
Improving myoelectric pattern recognition positional robustness using advanced training protocols. EMBC 2011: 4828-4831
2000 – 2009
- 2007
- [j1]Erik J. Scheme, Bernard Hudgins, Philip A. Parker:
Myoelectric Signal Classification for Phoneme-Based Speech Recognition. IEEE Trans. Biomed. Eng. 54(4): 694-699 (2007) - 2006
- [c1]Erik J. Scheme, Eduardo Castillo Guerra, Kevin B. Englehart, Arvind Kizhanatham:
Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection. CIARP 2006: 426-436
Coauthor Index
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