Erik J. Scheme

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 73

Top Topics

Pattern Recognition

Top Venues

Publications

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) (2024)
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) (2024)
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 (2024)
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 (2024)
Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme
Gait Representation: from Vision-Based to Floor Sensor-Based Gait Recognition. SAS (2023)
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 (2023)
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) (2023)
Saeed Kazemi, Angkoon Phinyomark, Erik J. Scheme
Sample Size in Floor Sensor-Based Gait Recognition for Smart Home and Access Control Scenarios. SAS (2023)
Alex Roberts, Ala Salehi, Angkoon Phinyomark, Erik J. Scheme
Gait Recognition Using EigenfeetNet. SAS (2023)
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) (2023)
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)
Ala Salehi, Alex Roberts, Angkoon Phinyomark, Erik J. Scheme
Feature Learning Networks for Floor Sensor-based Gait Recognition. EMBC (2023)
Ethan Eddy, Evan Campbell, Scott Bateman, Erik J. Scheme
Leveraging Task-Specific Context to Improve Unsupervised Adaptation for Myoelectric Control. SMC (2023)
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 (2023)
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)
Ethan Eddy, Erik J. Scheme, Scott Bateman
A Framework and Call to Action for the Future Development of EMG-Based Input in HCI. CoRR (2023)
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) (2022)
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) (2022)
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)
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)
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)
Heather E. Williams, Ahmed W. Shehata, Michael R. 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) (2022)
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) (2022)
Fady S. Botros, Angkoon Phinyomark, Erik J. Scheme
Day-to-Day Stability of Wrist EMG for Wearable-Based Hand Gesture Recognition. IEEE Access 10 (2022)
Nicole Bendrich, Pradeep Kumar, Erik J. Scheme
Feature Selection for Continuous within- and Cross-User EEG-Based Emotion Recognition. Sensors 22 (23) (2022)
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) (2022)
Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme
Information Leakage in Performance Evaluation of Pressure-Based Gait Biometric Recognition Systems. IJCB (2022)
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) (2022)
Ameya Valsangkar, Pradeep Kumar, Erik J. Scheme
Automated Segmentation of a Timed Up and Go Test Using an Instrumented Cane. BHI (2021)
Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme
Data Pre-Processing of Infrared Spectral Breathprints for Lung Cancer Detection. EMBC (2021)
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 (2021)
Rami N. Khushaba, Erik J. Scheme, Ali H. Al-Timemy, Angkoon Phinyomark, Ahmed A. Al-Tae, Adel Al-Jumaily
A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. Expert Syst. Appl. 178 (2021)
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)
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 (2021)
Pradeep Kumar, Angkoon Phinyomark, Erik J. Scheme
Verification-Based Design of a Robust EMG Wake Word. EMBC (2021)
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)
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) (2021)
Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme
Machine Learning Model Validation for Early Stage Studies with Small Sample Sizes. EMBC (2021)
Pradeep Kumar, Erik J. Scheme
A Deep Spatio-Temporal Model for EEG-Based Imagined Speech Recognition. ICASSP (2021)
Evan Campbell, James A. D. Cameron, Erik J. Scheme
Feasibility of Data-driven EMG Signal Generation using a Deep Generative Model. EMBC (2020)
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) (2020)
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)
Evan Campbell, Angkoon Phinyomark, Erik J. Scheme
Differences in Perspective on Inertial Measurement Unit Sensor Integration in Myoelectric Control. CoRR (2020)
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) (2020)
Ian C. J. Smith, Satinder Gill, Scott Bateman, Erik J. Scheme
Comparison of Feedback Approaches to Improve Training in Partial Weight-Bearing. EMBC (2020)
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)
Jason Chang, Angkoon Phinyomark, Erik J. Scheme
Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database. EMBC (2020)
Evan Campbell, Jason Chang, Angkoon Phinyomark, Erik J. Scheme
A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control. CoRR (2020)
Saqib Hakak, Suprio Ray, Wazir Zada Khan, Erik J. Scheme
A Framework for Edge-Assisted Healthcare Data Analytics using Federated Learning. IEEE BigData (2020)
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 (2020)
Evan Campbell, Angkoon Phinyomark, Erik J. Scheme
Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity. Sensors 20 (6) (2020)
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 (2020)
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) (2020)
Evan Campbell, Angkoon Phinyomark, Erik J. Scheme
Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control. GlobalSIP (2019)
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 (2019)
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) (2019)
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) (2019)
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) (2019)
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 (2019)
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 (2019)
Xavier F. 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) (2019)
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 (2019)
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)
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)
Satinder Gill, Nitin Seth, Erik J. Scheme
A Multi-Sensor Matched Filter Approach to Robust Segmentation of Assisted Gait. Sensors 18 (9) (2018)
Angkoon Phinyomark, Erik J. Scheme
A feature extraction issue for myoelectric control based on wearable EMG sensors. SAS (2018)
Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme
Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors. Sensors 18 (5) (2018)
Angkoon Phinyomark, Erik J. Scheme
An Investigation of Temporally Inspired Time Domain Features for Electromyographic Pattern Recognition. EMBC (2018)
Angkoon Phinyomark, Erik J. Scheme
EMG Pattern Recognition in the Era of Big Data and Deep Learning. Big Data Cogn. Comput. 2 (3) (2018)
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)
Aaron Tabor, Scott Bateman, Erik J. Scheme, David R. Flatla, Kathrin Gerling
Designing Game-Based Myoelectric Prosthesis Training. CHI (2017)
Aaron Tabor, Scott Bateman, Erik J. Scheme
Game-Based Myoelectric Training. CHI PLAY (Companion) (2016)
Erik J. Scheme, Kevin B. Englehart
A comparison of classification based confidence metrics for use in the design of myoelectric control systems. EMBC (2015)
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 (2014)
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)
Erik J. Scheme, Kevin B. Englehart
On the robustness of EMG features for pattern recognition based myoelectric control; A multi-dataset comparison. EMBC (2014)
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 (2014)
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 (2014)
Ernest Nlandu Kamavuako, Erik J. Scheme, Kevin B. Englehart
Nonparametric Discriminant Projections for Improved Myoelectric Classification. BIOSIGNALS (2014)
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) (2014)
Erik J. Scheme, Bernard Hudgins, Kevin B. Englehart
Confidence-Based Rejection for Improved Pattern Recognition Myoelectric Control. IEEE Trans. Biomed. Eng. 60 (6) (2013)
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)
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)
Erik J. Scheme, K. Biron, Kevin B. Englehart
Improving myoelectric pattern recognition positional robustness using advanced training protocols. EMBC (2011)
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) (2011)
Erik J. Scheme, Bernard Hudgins, Philip A. Parker
Myoelectric Signal Classification for Phoneme-Based Speech Recognition. IEEE Trans. Biomed. Eng. 54 (4) (2007)
Erik J. Scheme, Eduardo Castillo Guerra, Kevin B. Englehart, Arvind Kizhanatham
Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection. CIARP (2006)