Mojisola Grace Asogbon

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Pattern Recognition

Top Venues

MetroInd4.0& IoT

MetroInd4.0&IoT

Publications

Frank Kulwa, Yongcheng Li, Oluwarotimi Williams Samuel, Haipeng Zhang, Tolulope Tofunmi Oyemakinde, Mojisola Grace Asogbon, Alistair A. McEwan, Guanglin Li
A robust feature adaptation approach against variation of muscle contraction forces for myoelectric pattern recognition-based gesture characterization. Biomed. Signal Process. Control. 95 (2024)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Farid Meziane, Guanglin Li, Yongcheng Li
Investigation of Artifact Contamination Impact on EEG Oscillations Towards Enhanced Motor Function Characterization. BIOSTEC (1) (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)
Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Tolulope Tofunmi Oyemakinde, Olumide Olayinka Obe, Guanglin Li
A Novel Duo-Stage driven Deep Neural Network Approach for Mitigating Electrode Shift Impact on Myoelectric Pattern Recognition Systems. MeMeA (2023)
Mojisola Grace Asogbon, Yaping Huai, Oluwarotimi Williams Samuel, Zhengxiang Jing, Yixin Ma, Jingyu Liu, Yibo Jiang, Yunfa Fu, Guanglin Li, Yongcheng Li
Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor. EMBC (2023)
Alireza Rezaie Zangene, Oluwarotimi Williams Samuel, Ali Abbasi, Alistair A. McEwan, Mojisola Grace Asogbon, Guanglin Li, Kianoush Nazarpour
An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running. Biomed. Signal Process. Control. 86 (Part B) (2023)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alireza Rezaie Zangene, Tolulope Tofunmi Oyemakinde, Tobore Igbe, Alistair A. McEwan, Yongcheng Li, Guanglin Li
Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors. EMBC (2023)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. IEEE Trans. Biomed. Eng. 70 (5) (2023)
Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Olumide Olayinka Obe, Guanglin Li
Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification. MetroInd4.0& IoT (2022)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems. CoRR (2022)
Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Shixiong Chen, Guanglin Li
Performance Evaluation of HD-sEMG Electrode Configurations on Myoelectric Based Pattern Recognition System: High-Level Amputees. MetroInd4.0& IoT (2022)
Yazan Ali Jarrah, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Xin Wang, Mingxing Zhu, Ejay Nsugbe, Shixiong Chen, Guanglin Li
High-density surface EMG signal quality enhancement via optimized filtering technique for amputees' motion intent characterization towards intuitive prostheses control. Biomed. Signal Process. Control. 74 (2022)
Ejay Nsugbe, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Guanglin Li
On the Application of Parsimonious Models for Surgical Anesthesia Depth Prediction using EEG Recordings. MetroInd4.0& IoT (2022)
Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Olumide Olayinka Obe, Guanglin Li
Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification. CoRR (2022)
Ejay Nsugbe, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
Intelligence Combiner: A Combination of Deep Learning and Handcrafted Features for an Adolescent Psychosis Prediction using EEG Signals. MetroInd4.0& IoT (2022)
Mojisola Grace Asogbon, Yu Lu, Oluwarotimi Williams Samuel, Liwen Jing, Alice A. Miller, Guanglin Li, Kelvin Kian Loong Wong
GBRAMP: A generalized backtracking regularized adaptive matching pursuit algorithm for signal reconstruction. Comput. Electr. Eng. 92 (2021)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. EMBC (2021)
Ejay Nsugbe, Ibrahim Sanusi, Olusayo Obajemu, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
A Low Channel Number Sensing Approach for an Ethnic Specific Labour Immanency Prediction using Bio-Electromagnetism. MetroInd4.0&IoT (2021)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Olumide Olayinka Obe, Yanjuan Geng, Guanglin Li
A Deep Learning based Model for Decoding Motion Intent of Traumatic Brain Injured Patients' using HD-sEMG Recordings. MetroInd4.0&IoT (2021)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Shixiong Chen, Guanglin Li
HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. EMBC (2021)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Naifu Jiang, Deogratias Mzurikwao, Yue Zheng, Kelvin Kian Loong Wong, Luca Vollero, Guanglin Li
Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems. Neural Comput. Appl. 33 (10) (2021)
Ejay Nsugbe, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Guanglin Li
Contrast of multi-resolution analysis approach to transhumeral phantom motion decoding. CAAI Trans. Intell. Technol. 6 (3) (2021)
Oluwasefunmi 'Tale Arogundade, Bolanle Ojokoh, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Babatope Sunday Adeniyi
Fuzzy Driven Decision Support System for Enhanced Employee Performance Appraisal. Int. J. Hum. Cap. Inf. Technol. Prof. 11 (1) (2020)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Muhammad Ilhamdi Rusydi, Zacharia B. Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors. EMBC (2020)
Oluwagbenga Paul Idowu, Oluwarotimi Williams Samuel, Xiangxin Li, Mojisola Grace Asogbon, Peng Fang, Guanglin Li
Efficient Classification of Motor Imagery using Particle Swarm Optimization-based Neural Network for IoT Applications. MetroInd4.0&IoT (2020)
Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. Future Gener. Comput. Syst. 110 (2020)
Hanjie Deng, Vincent C. K. Cheung, Yanjuan Geng, Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Guanglin Li
Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements. EMBC (2020)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanbing Jiang, Lin Wang, Yanjuan Geng, Arun Kumar Sangaiah, Shixiong Chen, Peng Fang, Guanglin Li
Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System. Symmetry 12 (10) (2020)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Olugbenga Oluwagbemi, Ning Ji, Shixiong Chen, Naik Ganesh, Pang Feng, Guanglin Li
Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses. Comput. Methods Programs Biomed. 184 (2020)
Deogratias Mzurikwao, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Xiangxin Li, Guanglin Li, Woon-Hong Yeo, Christos Efstratiou, Chee Siang Ang
A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding. AIKE (2019)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Ali H. Al-Timemy, Sandeep Pirbhulal, Ning Ji, Shixiong Chen, Peng Fang, Guanglin Li
Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. IEEE Access 7 (2019)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Xiangxin Li, Sandeep Pirbhulal, Shixiong Chen, Naik Ganesh, Pang Feng, Guanglin Li
Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System. EMBC (2019)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Sandeep Pirbhulal, Deogratias Mzurikwao, Shixiong Chen, Peng Fang, Guanglin Li
Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks. CBS (2018)
Deogratias Mzurikwao, Chee Siang Ang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Xiangxin Li, Guanglin Li
Efficient Channel Selection Approach for Motor Imaginary Classification based on Convolutional Neural Network. CBS (2018)
Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Yanjuan Geng, Shixiong Chen, Deogratias Mzurikwao, Peng Fang, Guanglin Li
Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods. CBS (2018)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Yanjuan Geng, Shixiong Chen, Pang Feng, Chuang Lin, Lin Wang, Guanglin Li
A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System. EMBC (2018)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Arun Kumar Sangaiah, Guanglin Li
Multi-technique object tracking approach- A reinforcement paradigm. Comput. Electr. Eng. 66 (2018)
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Arun Kumar Sangaiah, Peng Fang, Guanglin Li
An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction. Expert Syst. Appl. 68 (2017)
Oluwarotimi Williams Samuel, Xiangxin Li, Yanjuan Geng, Mojisola Grace Asogbon, Peng Fang, Zhen Huang, Guanglin Li
Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses. Comput. Biol. Medicine 90 (2017)