Frank Kulwa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Top Venues

Biomed. Signal Process. Control.

Publications

Tobore Igbe, Abhishek Kandwal, Jingzhen Li, Frank Kulwa, Oluwarotimi Williams Samuel, Zedong Nie
Exploring EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
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)
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)
Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features. Biomed. Signal Process. Control. 79 (Part) (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)
Tobore Igbe, Oluwarotimi Williams Samuel, Jingzhen Li, Frank Kulwa, Abhishek Kandwal, Zedong Nie
Inspection of EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis. MeMeA (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)
Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov
Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features. CoRR (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)
Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques. Comput. Biol. Medicine 136 (2021)
Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek
A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis. CoRR (2021)
Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang
DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques. CoRR (2021)
Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks. CoRR (2021)
Hao Xu, Chen Li, Md Mamunur Rahaman, Yudong Yao, Zihan Li, Jinghua Zhang, Frank Kulwa, Xin Zhao, Shouliang Qi, Yueyang Teng
An Enhanced Framework of Generative Adversarial Networks (EF-GANs) for Environmental Microorganism Image Augmentation With Limited Rotation-Invariant Training Data. IEEE Access 8 (2020)
Chen Li, Jiawei Zhang, Frank Kulwa, Shouliang Qi, Ziyu Qi
A SARS-CoV-2 Microscopic Image Dataset with Ground Truth Images and Visual Features. PRCV (1) (2020)
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation. CoRR (2020)
Xialin Li, Chen Li, Frank Kulwa, Md Mamunur Rahaman, Wenwei Zhao, Xue Wang, Dan Xue, Yudong Yao, Yilin Cheng, Jindong Li, Shouliang Qi, Tao Jiang
Foldover Features for Dynamic Object Behaviour Description in Microscopic Videos. IEEE Access 8 (2020)
Frank Kulwa, Chen Li, Xin Zhao, Bencheng Cai, Ning Xu, Shouliang Qi, Shuo Chen, Yueyang Teng
A State-of-the-Art Survey for Microorganism Image Segmentation Methods and Future Potential. IEEE Access 7 (2019)