Frank Kulwa

According to our database, Frank Kulwa authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adapting Image Classification Adversarial Detection Methods for Traffic Sign Classification in Autonomous Vehicles: A Comparative Study.

Doreen Sebastian Sarwatt, Frank Kulwa, Jianguo Ding, Huansheng Ning

IEEE Trans. Intell. Transp. Syst., November, 2024

A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition.

Frank Kulwa, Haoshi Zhang, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Erik J. Scheme, Rami N. Khushaba, Alistair A. McEwan, Guanglin Li

IEEE Trans. Hum. Mach. Syst., February, 2024

Exploring EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis.

Tobore Igbe, Abhishek Kandwal, Jingzhen Li, Frank Kulwa, Oluwarotimi Williams Samuel, Zedong Nie

IEEE Trans. Instrum. Meas., 2024

A robust feature adaptation approach against variation of muscle contraction forces for myoelectric pattern recognition-based gesture characterization.

Frank Kulwa, Yongcheng Li, Oluwarotimi Williams Samuel, Haipeng Zhang, Tolulope Tofunmi Oyemakinde, Mojisola Grace Asogbon, Alistair A. McEwan, Guanglin Li

Biomed. Signal Process. Control., 2024

2023

Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems.

Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami N. Khushaba, Frank Kulwa, Guanglin Li

IEEE Trans. Biomed. Eng., May, 2023

Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features.

Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov

Biomed. Signal Process. Control., 2023

A Novel Duo-Stage driven Deep Neural Network Approach for Mitigating Electrode Shift Impact on Myoelectric Pattern Recognition Systems.

Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Tolulope Tofunmi Oyemakinde, Olumide Olayinka Obe, Guanglin Li

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Inspection of EEG Signals for Noninvasive Blood Glucose Monitoring in Prediabetes Diagnosis.

Tobore Igbe, Oluwarotimi Williams Samuel, Jingzhen Li, Frank Kulwa, Abhishek Kandwal, Zedong Nie

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors.

Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Frank Kulwa, Alireza Rezaie Zangene, Tolulope Tofunmi Oyemakinde, Tobore Igbe, Alistair A. McEwan, Yongcheng Li, Guanglin Li

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification.

Frank Kulwa, Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Olumide Olayinka Obe, Guanglin Li

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022

2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis.

Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek

CoRR, 2021

EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks.

Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang

CoRR, 2021

DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques.

Md Mamunur Rahaman, Chen Li, Yudong Yao, Frank Kulwa, Xiangchen Wu, Xiaoyan Li, Qian Wang

Comput. Biol. Medicine, 2021

2020

A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation.

Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li

CoRR, 2020

An Enhanced Framework of Generative Adversarial Networks (EF-GANs) for Environmental Microorganism Image Augmentation With Limited Rotation-Invariant Training Data.

Hao Xu, Chen Li, Md Mamunur Rahaman, Yudong Yao, Zihan Li, Jinghua Zhang, Frank Kulwa, Xin Zhao, Shouliang Qi, Yueyang Teng

IEEE Access, 2020

Foldover Features for Dynamic Object Behaviour Description in Microscopic Videos.

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

IEEE Access, 2020

A SARS-CoV-2 Microscopic Image Dataset with Ground Truth Images and Visual Features.

Chen Li, Jiawei Zhang, Frank Kulwa, Shouliang Qi, Ziyu Qi

Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

2019

A State-of-the-Art Survey for Microorganism Image Segmentation Methods and Future Potential.

Frank Kulwa, Chen Li, Xin Zhao, Bencheng Cai, Ning Xu, Shouliang Qi, Shuo Chen, Yueyang Teng

IEEE Access, 2019